{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "Tugas 13.ipynb",
"provenance": [],
"authorship_tag": "ABX9TyN2SOxsQ7vROo2i4nRzaMDK",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"![\"Open](\"https://colab.research.google.com/assets/colab-badge.svg\")
"
]
},
{
"cell_type": "code",
"metadata": {
"id": "Mb1GeF8lwzCD"
},
"source": [
"import numpy as np\r\n",
"import matplotlib.pyplot as plt"
],
"execution_count": 35,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "RLhMQKafFlyn"
},
"source": [
"def cos(frek,tipe,ht,hr,d):\r\n",
" #frek = frekuensi (MHz)\r\n",
" #tipe = urban, suburban, open\r\n",
" #ht = tinggi tower (meter)\r\n",
" #hr = tinggi user (meter)\r\n",
" #d = jarak (meter)\r\n",
" if frek in range(150,1501):\r\n",
" Ca=69.55\r\n",
" Cb=26.16\r\n",
" elif frek in range(1501,2001):\r\n",
" Ca=46.3\r\n",
" Cb=33.9\r\n",
" \r\n",
" if tipe=='urban' :\r\n",
" Cm=0\r\n",
" elif tipe=='suburban' :\r\n",
" Cm= -2*((np.log10((frek/28)**2))-5.4)\r\n",
" elif tipe=='open' :\r\n",
" Cm= -4.78*(np.log10(frek))+18.33*(np.log10(frek))-40.94\r\n",
" else :\r\n",
" Cm='tipe salah'\r\n",
" \r\n",
" ahr = (1.1*np.log10(frek)-0.7)*hr-(1.56*np.log10(frek)-1.8)\r\n",
" Lp = Ca+(Cb*np.log10(frek))-(13.83*np.log(ht))-ahr+((44.9-6.55*np.log10(ht))*np.log10(d))-Cm\r\n",
" \r\n",
" return Lp"
],
"execution_count": 36,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "14nW1MXhw9IC"
},
"source": [
""
],
"execution_count": 36,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "sUoOF5TjFpF_"
},
"source": [
"f=1800 #MHz\r\n",
"loc='urban'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"a=np.random.randint(dmin,dmax,N)"
],
"execution_count": 37,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "Lh78gLxA2wdP"
},
"source": [
"f=1800 #MHz\r\n",
"loc='suburban'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"b=np.random.randint(dmin,dmax,N)"
],
"execution_count": 38,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "RFM0tcty2wlx"
},
"source": [
"f=1800 #MHz\r\n",
"loc='open'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"c=np.random.randint(dmin,dmax,N)"
],
"execution_count": 39,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "1YQYOJPPw5Yh",
"outputId": "fa0163b7-e177-4c12-b02a-bdf0463c6a18"
},
"source": [
"print(a)"
],
"execution_count": 40,
"outputs": [
{
"output_type": "stream",
"text": [
"[415 681 264 599 599 378 294 229 322 345 661 551 531 514 475 492 607 497\n",
" 353 410 246 403 313 337 602 480 606 399 425 243 447 223 228 590 550 296\n",
" 467 635 553 362 374 615 308 255 507 562 375 531 497 298 625 692 592 403\n",
" 454 698 560 404 496 419 363 481 321 342 230 358 471 393 586 252 462 421\n",
" 559 335 427 332 608 481 684 697 367 579 567 313 465 432 689 498 649 629\n",
" 384 521 418 507 332 508 620 268 664 210 377 674 254 527 472 694 539 637\n",
" 622 252 544 660 501 323 234 477 242 547 491 600 382 659 648 621 684 563\n",
" 293 258 255 535 507 354 305 323 366 220 571 442 539 249 443 282 223 280\n",
" 214 615 330 412 275 490 526 405 428 476 466 457 460 630 629 490 214 201\n",
" 673 208 511 694 344 496 629 593 360 642 397 287 670 570 544 599 230 558\n",
" 332 633 523 646 594 545 667 209 609 647 209 267 419 463 462 424 318 597\n",
" 697 335]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "C5eVLWnXw-8_",
"outputId": "471e41e7-99a6-4b5d-a384-3a3c4de7befe"
},
"source": [
"print(b)"
],
"execution_count": 41,
"outputs": [
{
"output_type": "stream",
"text": [
"[577 236 321 435 513 666 608 303 377 486 544 265 478 497 544 312 480 364\n",
" 294 428 343 441 647 383 592 246 548 551 649 309 643 451 548 551 545 538\n",
" 460 418 361 688 371 244 442 290 450 680 350 263 200 217 611 633 402 526\n",
" 662 281 324 300 598 301 695 642 520 353 213 241 584 296 508 621 552 355\n",
" 617 488 526 381 286 384 335 494 385 627 214 519 369 581 224 347 267 381\n",
" 200 342 535 424 478 276 460 452 245 681 472 627 544 605 398 522 402 494\n",
" 258 227 442 288 248 391 587 380 390 315 413 484 345 286 467 552 421 479\n",
" 599 209 310 464 582 591 327 365 447 522 586 608 416 542 446 635 385 447\n",
" 643 610 423 522 360 616 214 473 599 603 592 283 235 685 318 378 305 499\n",
" 444 512 466 395 400 281 232 291 305 597 324 223 600 603 252 548 366 242\n",
" 368 692 564 398 338 426 539 271 365 341 320 397 243 265 614 582 325 551\n",
" 264 384]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "XoooX_bKxB2b",
"outputId": "d8ffbf2c-a165-46aa-a599-2de96b754e04"
},
"source": [
"print(c)"
],
"execution_count": 42,
"outputs": [
{
"output_type": "stream",
"text": [
"[300 237 617 360 246 392 450 468 578 546 535 294 385 354 334 614 368 245\n",
" 247 643 382 317 581 385 460 625 615 449 269 312 470 574 289 388 355 417\n",
" 290 682 326 251 254 626 339 407 462 433 490 293 242 573 632 681 567 628\n",
" 467 336 283 637 381 408 351 604 308 680 279 372 385 616 673 623 426 222\n",
" 204 629 406 698 559 260 356 525 286 612 453 660 209 676 333 202 397 533\n",
" 357 224 468 481 369 233 622 293 652 412 553 476 456 344 468 492 597 616\n",
" 248 220 323 562 418 649 690 313 360 569 578 600 468 643 492 665 281 478\n",
" 608 506 641 548 340 376 604 267 612 647 243 221 336 686 615 425 240 691\n",
" 267 313 214 303 319 280 689 649 569 616 691 440 679 533 391 327 513 576\n",
" 225 538 428 561 312 506 384 584 237 576 422 555 453 235 375 375 551 612\n",
" 683 563 371 491 453 500 410 225 202 576 590 265 461 685 341 545 440 688\n",
" 397 264]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "IgW6t5oSRMBQ"
},
"source": [
"LpUrban=cos(f,loc,tower,user,a)"
],
"execution_count": 43,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "0JvYLDxIxkU2"
},
"source": [
"Lpsubrban=cos(f,loc,tower,user,b)"
],
"execution_count": 44,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "YBpPbPiPxkdO"
},
"source": [
"Lpopen2=cos(f,loc,tower,user,c)"
],
"execution_count": 45,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "sIiK0cGSx8_o",
"outputId": "feef39c3-5369-4a89-b526-829a677d07bc"
},
"source": [
"print(LpUrban)\r\n",
"\r\n"
],
"execution_count": 46,
"outputs": [
{
"output_type": "stream",
"text": [
"[176.75415581 183.73084087 170.3825362 181.92356662 181.92356662\n",
" 175.43872203 171.8986473 168.37909149 173.18009738 174.15194735\n",
" 183.31095174 180.74698843 180.22618096 179.76783232 178.65630898\n",
" 179.15163621 182.11045145 179.29406652 174.47485519 176.58341145\n",
" 169.38780037 176.34083802 172.78077571 173.82146328 181.99393931\n",
" 178.8038102 182.087226 176.20032576 177.08955827 169.21496093\n",
" 177.80048259 168.00509861 168.31744483 181.71031421 180.72140035\n",
" 171.99414758 178.41704654 182.74568735 180.79802558 174.82949249\n",
" 175.28886703 182.29488928 172.55393929 169.89394719 179.57467814\n",
" 181.02543166 175.3264805 180.22618096 179.29406652 172.08900476\n",
" 182.52209158 183.95655381 181.75798342 176.34083802 178.01936304\n",
" 184.07816237 180.97521329 176.37574817 179.26569543 176.88927663\n",
" 174.8683511 178.833126 173.13628323 174.02892266 168.44046952\n",
" 174.67297713 178.53718576 175.98689383 181.6144891 169.72724421\n",
" 178.26541712 176.95635408 180.95003681 173.73761638 177.15569096\n",
" 173.61090274 182.13363868 178.833126 183.7927585 184.05796704\n",
" 175.02272237 181.44521038 181.15019986 172.78077571 178.3565905\n",
" 177.31967695 183.89535355 179.32238057 183.05287604 182.61195624\n",
" 175.66055713 179.9583737 176.85561775 179.57467814 173.61090274\n",
" 179.60243428 182.4089485 170.59436331 183.37473858 167.15901945\n",
" 175.40140748 183.58529912 169.83859844 180.11966826 178.56706114\n",
" 183.99720676 180.43682021 182.78998373 182.45431485 169.72724421\n",
" 180.56688796 183.2896251 179.40698285 173.22377567 168.68334171\n",
" 178.71549494 169.15687327 180.64435601 179.12297651 181.94706327\n",
" 175.58699959 183.26826614 183.03115478 182.43164994 183.7927585\n",
" 181.05047387 171.85065326 170.05870038 169.89394719 180.33189431\n",
" 179.57467814 174.51470313 172.41606311 173.22377567 174.98428787\n",
" 167.81431144 181.24922479 177.64203055 180.43682021 169.55854473\n",
" 177.67386387 171.3116358 168.00509861 171.21137746 167.4248054\n",
" 182.29488928 173.52578927 176.65195775 170.95756451 179.09425838\n",
" 180.09291376 176.41057201 177.18864124 178.68593305 178.38685095\n",
" 178.11213772 178.20430536 182.63433311 182.61195624 179.09425838\n",
" 167.4248054 166.5420053 183.56438414 167.02422189 179.68537606\n",
" 183.99720676 174.11105839 179.26569543 182.61195624 181.78175766\n",
" 174.75145219 182.90011907 176.12954049 171.55920346 183.50145222\n",
" 181.22453374 180.56688796 181.92356662 168.44046952 180.92481525\n",
" 173.61090274 182.70125123 180.01234402 182.98761151 181.80549185\n",
" 180.59275801 183.43823788 167.09178191 182.1567878 183.00939997\n",
" 167.09178191 170.54170442 176.88927663 178.29587386 178.26541712\n",
" 177.05637512 173.00401711 181.87645542 184.05796704 173.73761638]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "5Opzw0zfyKHn",
"outputId": "0696886d-c69f-4964-bbfa-eff60f2fdcc2"
},
"source": [
"print(Lpsubrban)\r\n"
],
"execution_count": 47,
"outputs": [
{
"output_type": "stream",
"text": [
"[181.39646903 168.8032253 173.13628323 177.41715995 179.74040049\n",
" 183.41710324 182.13363868 172.32339016 175.40140748 178.97879677\n",
" 180.56688796 170.43579236 178.74499493 179.29406652 180.56688796\n",
" 172.73569972 178.8038102 174.90710281 171.8986473 177.18864124\n",
" 174.07005039 177.61012513 183.00939997 175.62382637 181.75798342\n",
" 169.38780037 180.67008431 180.74698843 183.05287604 172.59959974\n",
" 182.92204318 177.92597328 180.67008431 180.74698843 180.59275801\n",
" 180.41066192 178.20430536 176.85561775 174.79052638 183.87489423\n",
" 175.17542021 169.27281004 177.64203055 171.70568212 177.89470526\n",
" 183.71014103 174.35463053 170.32907792 166.4717496 167.62090468\n",
" 182.20297223 182.70125123 176.30584114 180.09291376 183.33224613\n",
" 171.26159583 173.26731894 172.18322743 181.90003072 172.23010347\n",
" 184.01748932 182.90011907 179.9313108 174.47485519 167.35882758\n",
" 169.09854508 181.56633097 171.99414758 179.60243428 182.43164994\n",
" 180.77253012 174.55443866 182.34062386 179.03664588 180.09291376\n",
" 175.55007627 171.51003679 175.66055713 173.73761638 179.20878127\n",
" 175.69719236 182.56709558 167.4248054 179.9041958 175.0992782\n",
" 181.49378367 168.06812439 174.23337092 170.54170442 175.55007627\n",
" 166.4717496 174.02892266 180.33189431 177.05637512 178.74499493\n",
" 171.00869428 178.20430536 177.95717205 169.33042254 183.73084087\n",
" 178.56706114 182.56709558 180.56688796 182.06396218 176.16497759\n",
" 179.98538471 176.30584114 179.20878127 170.05870038 168.25552721\n",
" 177.64203055 171.60819912 169.5018596 175.91502512 181.63850656\n",
" 175.51305591 175.87895279 172.87049728 176.68610622 178.92070911\n",
" 174.15194735 171.51003679 178.41704654 180.77253012 176.95635408\n",
" 178.77443326 181.92356662 167.09178191 172.64511267 178.32626489\n",
" 181.51800764 181.73416898 173.39714693 174.9457482 177.80048259\n",
" 179.98538471 181.6144891 182.13363868 176.78805773 180.51500489\n",
" 177.76893445 182.74568735 175.69719236 177.80048259 182.92204318\n",
" 182.17989895 177.02311363 179.98538471 174.75145219 182.31777513\n",
" 167.4248054 178.59687329 181.92356662 182.01731897 181.75798342\n",
" 171.36149864 168.74341104 183.81333738 173.00401711 175.43872203\n",
" 172.41606311 179.35063783 177.70562541 179.71291514 178.38685095\n",
" 176.05839773 176.23558544 171.26159583 168.56242905 171.7541718\n",
" 172.41606311 181.87645542 173.26731894 168.00509861 181.94706327\n",
" 182.01731897 169.72724421 180.67008431 174.98428787 169.15687327\n",
" 175.06105229 183.95655381 181.07547164 176.16497759 173.86320031\n",
" 177.12266342 180.43682021 170.75116906 174.9457482 173.9876745\n",
" 173.09233237 176.12954049 169.21496093 170.43579236 182.27196619\n",
" 181.51800764 173.31072803 180.74698843 170.3825362 175.66055713]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "J_druZusyaid",
"outputId": "4a5a6444-6da9-49ef-d10c-e06f50b66267"
},
"source": [
"print(Lpopen2)"
],
"execution_count": 48,
"outputs": [
{
"output_type": "stream",
"text": [
"[172.18322743 168.86278665 182.34062386 174.75145219 169.38780037\n",
" 175.95100531 177.89470526 178.44717754 181.42086079 180.61858064\n",
" 180.33189431 171.8986473 175.69719236 174.51470313 173.69550502\n",
" 182.27196619 175.06105229 169.33042254 169.44494543 182.92204318\n",
" 175.58699959 172.95965098 181.49378367 175.69719236 178.20430536\n",
" 182.52209158 182.29488928 177.86336768 170.64682608 172.73569972\n",
" 178.50724688 181.3230393 171.65702495 175.80652981 174.55443866\n",
" 176.82187824 171.70568212 183.75151034 173.35400375 169.67123523\n",
" 169.83859844 182.54461155 173.90481404 176.47996248 178.26541712\n",
" 177.3522463 179.09425838 171.85065326 169.15687327 181.29847742\n",
" 182.6789805 183.73084087 181.15019986 182.58954377 178.41704654\n",
" 173.77960221 171.36149864 182.78998373 175.55007627 176.51452995\n",
" 174.39481953 182.04065988 172.55393929 183.71014103 171.16097942\n",
" 175.21333742 175.69719236 182.31777513 183.56438414 182.47694335\n",
" 177.12266342 167.94178957 166.75069412 182.61195624 176.44530998\n",
" 184.07816237 180.95003681 170.16747496 174.59406243 180.06610836\n",
" 171.51003679 182.22600778 177.98830187 183.2896251 167.09178191\n",
" 183.62703615 173.6532674 166.61191233 176.12954049 180.2791368\n",
" 174.63357504 168.06812439 178.44717754 178.833126 175.0992782\n",
" 168.62301511 182.45431485 171.85065326 183.11783959 176.65195775\n",
" 180.79802558 178.68593305 178.08128067 174.11105839 178.44717754\n",
" 179.15163621 181.87645542 182.31777513 169.5018596 167.81431144\n",
" 173.22377567 181.02543166 176.85561775 183.05287604 183.91578319\n",
" 172.78077571 174.75145219 181.19979934 181.42086079 181.94706327\n",
" 178.44717754 182.92204318 179.15163621 183.39593684 171.26159583\n",
" 178.74499493 182.13363868 179.5468672 182.87816078 180.67008431\n",
" 173.9463052 175.36399381 182.04065988 170.54170442 182.22600778\n",
" 183.00939997 169.21496093 167.87819471 173.77960221 183.83388623\n",
" 182.29488928 177.08955827 169.03997436 183.93618325 170.54170442\n",
" 172.78077571 167.4248054 172.32339016 173.04824396 171.21137746\n",
" 183.89535355 183.05287604 181.19979934 182.31777513 183.93618325\n",
" 177.57814728 183.68941073 180.2791368 175.91502512 173.39714693\n",
" 179.74040049 181.37203496 168.13086942 180.41066192 177.18864124\n",
" 181.00034486 172.73569972 179.5468672 175.66055713 181.56633097\n",
" 168.86278665 181.37203496 176.9897734 180.84887848 177.98830187\n",
" 168.74341104 175.3264805 175.3264805 180.74698843 182.22600778\n",
" 183.77214952 181.05047387 175.17542021 179.12297651 177.98830187\n",
" 179.37883851 176.58341145 168.13086942 166.61191233 181.37203496\n",
" 181.71031421 170.43579236 178.23489438 183.81333738 173.9876745\n",
" 180.59275801 177.57814728 183.87489423 176.12954049 170.3825362 ]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 282
},
"id": "q8UbK3Dxyofg",
"outputId": "55798802-7657-4c5e-9a95-5906e22e5f0f"
},
"source": [
"plt.figure()\r\n",
"plt.plot(a,LpUrban,'r-o',label='urban')\r\n",
"plt.plot(b,Lpsubrban,'g-x',label='suburban')\r\n",
"plt.plot(c,Lpopen2,'b-+',label='open')"
],
"execution_count": 49,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"[]"
]
},
"metadata": {
"tags": []
},
"execution_count": 49
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "pFD7lLAd0nQ_"
},
"source": [
"a_sort=a[np.argsort(a)]\r\n",
"Urban_sort=LpUrban[np.argsort(a)]\r\n",
"\r\n",
"b_sort=b[np.argsort(b)]\r\n",
"suburban_sort=Lpsubrban[np.argsort(b)]\r\n",
"\r\n",
"c_sort=c[np.argsort(c)]\r\n",
"open_sort=Lpopen2[np.argsort(c)]"
],
"execution_count": 50,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "ZWKbBIu-YWzN",
"outputId": "5efabc47-66be-4001-f35d-dad511d50543"
},
"source": [
"print(b_sort)"
],
"execution_count": 51,
"outputs": [
{
"output_type": "stream",
"text": [
"[200 200 209 213 214 214 217 223 224 227 232 235 236 241 242 243 244 245\n",
" 246 248 252 258 263 264 265 265 267 271 276 281 281 283 286 286 288 290\n",
" 291 294 296 300 301 303 305 305 309 310 312 315 318 320 321 324 324 325\n",
" 327 335 338 341 342 343 345 347 350 353 355 360 361 364 365 365 366 368\n",
" 369 371 377 378 380 381 381 383 384 384 385 385 390 391 395 397 398 398\n",
" 400 402 402 413 416 418 421 423 424 426 428 435 441 442 442 444 446 447\n",
" 447 450 451 452 460 460 464 466 467 472 473 478 478 479 480 484 486 488\n",
" 494 494 497 499 508 512 513 519 520 522 522 522 526 526 535 538 539 542\n",
" 544 544 544 545 548 548 548 551 551 551 552 552 564 577 581 582 582 584\n",
" 586 587 591 592 592 597 598 599 599 600 603 603 605 608 608 610 611 614\n",
" 616 617 621 627 627 633 635 642 643 643 647 649 662 666 680 681 685 688\n",
" 692 695]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 295
},
"id": "X-pZ5sAl2wv2",
"outputId": "edf11e26-4cc4-455e-d14e-45149e4d5747"
},
"source": [
"plt.figure()\r\n",
"plt.plot(a_sort,Urban_sort,'r-o',label='urban')\r\n",
"plt.plot(b_sort,suburban_sort,'g-x',label='suburban')\r\n",
"plt.plot(c_sort,open_sort,'b-+',label='open')\r\n",
"plt.legend()\r\n",
"plt.title('Grafik PathlossdB Pada 3 Area Berbeda di Frekuensi 1800 MHz')\r\n",
"plt.xlabel('Jarak (m)')\r\n",
"plt.ylabel('Pathloss (dB)')\r\n",
"plt.show()"
],
"execution_count": 52,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "6vpojgba22NO"
},
"source": [
"############################## THIS CELL IS NOT USED ##############################"
],
"execution_count": 53,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "lRb_1NQY1Wwh"
},
"source": [
"f=700 #MHz\r\n",
"loc='urban'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"a=np.random.randint(dmin,dmax,N)"
],
"execution_count": 54,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "E9yO2S5w1W6G"
},
"source": [
"f=900 #MHz\r\n",
"loc='urban'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"b=np.random.randint(dmin,dmax,N)"
],
"execution_count": 55,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "2h6XdRJP1W_V"
},
"source": [
"f=1800 #MHz\r\n",
"loc='urban'\r\n",
"tower=80 #m\r\n",
"user=1.5 #m\r\n",
"dmin=200 #m\r\n",
"dmax=700 #m\r\n",
"N=200 #titik\r\n",
"c=np.random.randint(dmin,dmax,N)"
],
"execution_count": 56,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "c1_hXbaE7na9",
"outputId": "19e49d4e-badc-4736-a16b-7ceb5d26a0d3"
},
"source": [
"print(a)"
],
"execution_count": 57,
"outputs": [
{
"output_type": "stream",
"text": [
"[372 364 289 388 682 200 603 447 429 624 658 521 408 328 277 590 336 345\n",
" 641 620 486 315 357 641 669 466 677 362 293 276 306 691 583 324 514 607\n",
" 668 418 378 437 401 318 512 662 518 535 587 632 486 521 564 387 231 300\n",
" 382 626 211 664 250 482 323 691 580 672 382 331 631 697 681 202 360 397\n",
" 566 431 596 366 522 437 356 668 583 661 472 334 471 452 219 456 343 468\n",
" 545 611 245 218 570 679 389 624 334 291 290 604 367 687 393 411 461 213\n",
" 439 521 547 584 698 289 272 262 538 429 401 389 671 484 634 276 497 436\n",
" 525 406 665 235 533 381 658 524 270 492 441 322 646 307 601 395 210 268\n",
" 357 513 370 368 503 468 455 486 306 323 698 329 453 513 559 603 480 391\n",
" 200 582 503 310 250 332 405 235 213 419 452 572 320 584 372 306 535 618\n",
" 423 542 287 609 664 260 451 237 473 591 431 353 480 612 455 341 516 569\n",
" 332 691]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "q293_6PO7neT",
"outputId": "64ce8073-3a21-4006-b737-b4ec04976c53"
},
"source": [
"print(b)"
],
"execution_count": 58,
"outputs": [
{
"output_type": "stream",
"text": [
"[226 566 479 653 572 584 373 682 449 411 602 219 481 676 530 488 431 351\n",
" 583 506 366 328 625 258 222 281 646 289 661 200 284 615 594 514 514 241\n",
" 512 544 446 327 259 604 249 523 252 261 223 476 282 670 428 662 226 310\n",
" 378 504 530 438 433 483 628 679 477 375 654 502 473 604 647 628 511 507\n",
" 279 532 231 618 650 648 515 214 254 541 266 254 237 316 264 472 466 250\n",
" 318 207 221 484 524 579 415 276 225 243 667 290 361 441 653 357 559 236\n",
" 694 594 677 371 353 306 264 282 635 505 261 689 309 260 650 243 267 583\n",
" 281 201 399 235 388 351 383 346 210 576 470 357 598 597 272 225 662 635\n",
" 202 448 381 621 314 577 616 395 230 589 530 596 631 452 261 461 680 302\n",
" 339 467 630 668 263 224 405 275 361 315 287 634 538 616 600 550 214 208\n",
" 507 302 440 691 389 216 658 276 610 645 237 657 384 495 573 351 615 618\n",
" 407 215]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "u3kx2XuM7ngy",
"outputId": "0daef847-581a-4a5b-dc3d-f167c7b8bb3f"
},
"source": [
"print(c)"
],
"execution_count": 59,
"outputs": [
{
"output_type": "stream",
"text": [
"[593 697 282 204 345 566 393 657 439 583 396 240 248 670 245 538 638 572\n",
" 308 489 389 317 387 627 348 461 481 393 449 413 622 610 647 487 211 445\n",
" 343 276 364 475 549 674 323 581 437 297 436 508 442 490 247 317 594 348\n",
" 442 667 506 640 483 496 547 539 668 468 470 619 602 547 276 693 221 675\n",
" 407 402 382 552 615 687 583 435 482 569 477 229 491 295 626 338 689 617\n",
" 696 405 241 354 305 563 266 504 454 656 314 390 297 361 361 445 318 492\n",
" 583 358 617 214 395 603 625 421 639 215 216 649 512 401 416 430 297 468\n",
" 555 677 685 620 663 476 612 213 497 525 283 400 458 411 354 576 570 427\n",
" 345 468 333 295 623 692 602 245 637 627 643 569 498 685 454 608 661 432\n",
" 586 560 453 483 436 674 372 287 341 245 617 200 670 207 632 662 238 582\n",
" 601 672 257 350 541 568 367 455 432 646 690 548 227 422 283 593 498 484\n",
" 544 319]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "gWRswUvADt_u"
},
"source": [
""
],
"execution_count": 59,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "mDcnsyFNY06w"
},
"source": [
"f700=cos(f,loc,tower,user,a)"
],
"execution_count": 60,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "kjt3aF6SY-E2"
},
"source": [
"f900=cos(f,loc,tower,user,b)"
],
"execution_count": 61,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "R3kWaQ2FY-dK"
},
"source": [
"f1800=cos(f,loc,tower,user,c)"
],
"execution_count": 62,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "OB7ivDXYZw8T",
"outputId": "ad923f87-fad2-4a69-bc1a-9bbff091d170"
},
"source": [
"print(f700)"
],
"execution_count": 63,
"outputs": [
{
"output_type": "stream",
"text": [
"[178.38227987 178.07604525 174.82596739 178.97547226 186.92045278\n",
" 169.64069205 185.18626141 180.96942503 180.39045706 185.668478\n",
" 186.41581717 183.12731614 179.6834724 176.60910082 174.22858158\n",
" 184.87925665 176.94854466 177.3208898 186.04710322 185.57789095\n",
" 182.14773921 176.03943972 177.80251748 186.04710322 186.64935472\n",
" 181.5557934 186.81680082 177.99843493 175.0195957 174.17763673\n",
" 175.63111439 187.10512569 184.71113247 176.43626138 182.93677476\n",
" 185.2793939 186.62828331 180.02456019 178.60766448 180.65071828\n",
" 179.43969953 176.17295956 182.88185758 186.50118857 183.04597095\n",
" 183.50083675 184.807449 185.84792294 182.14773921 183.12731614\n",
" 184.24441408 178.93912065 171.67052372 175.35216988 178.75594203\n",
" 185.713554 170.39488001 186.54368103 172.78394512 182.03132336\n",
" 176.39271811 187.10512569 184.63846041 186.7123805 178.75594203\n",
" 176.73735273 185.82561694 187.22690949 186.89978332 169.78085477\n",
" 177.92039464 179.29848294 184.29427692 180.45597456 185.02178304\n",
" 178.15323031 183.15432715 180.65071828 177.76300487 186.62828331\n",
" 184.71113247 186.47989418 181.73600358 176.86444747 181.7061282\n",
" 181.12611449 170.91907957 181.25022312 177.23899284 181.61611999\n",
" 183.76170046 185.37191467 172.49936498 170.85461155 184.39347619\n",
" 186.85835318 179.01173029 185.668478 176.86444747 174.92311425\n",
" 174.87462457 185.20960232 178.19166482 187.0233476 179.15583628\n",
" 179.78666874 181.40383683 170.52777003 180.71503911 183.12731614\n",
" 183.81329845 184.73527342 187.24710481 174.82596739 173.97199457\n",
" 173.44435845 183.57960436 180.39045706 179.43969953 179.01173029\n",
" 186.69140322 182.08965155 185.89242926 174.17763673 182.46300896\n",
" 180.61844739 183.2350508 179.61425242 186.56487928 171.91235348\n",
" 183.44807925 178.71901871 186.41581717 183.20819429 173.86803663\n",
" 182.32057865 180.77906757 176.34903982 186.15655395 175.67707279\n",
" 185.13946324 179.22734017 170.32796189 173.76330575 177.80251748\n",
" 182.90934294 178.30634309 178.22999474 182.63204584 181.61611999\n",
" 181.21929832 182.14773921 175.63111439 176.39271811 187.24710481\n",
" 176.65198134 181.15724431 182.90934294 184.11897926 185.18626141\n",
" 181.97275265 179.08396756 169.64069205 184.68695008 182.63204584\n",
" 175.81405511 172.78394512 176.77984519 179.57951445 171.91235348\n",
" 170.52777003 180.05821908 181.12611449 184.44281507 176.26127482\n",
" 184.73527342 178.38227987 175.63111439 183.50083675 185.53237803\n",
" 180.19205607 183.68394734 174.72814591 185.32573025 186.54368103\n",
" 173.3364174 181.09491573 172.03172909 181.76581574 184.90311142\n",
" 180.45597456 177.64379763 181.97275265 185.39495023 181.21929832\n",
" 177.15661694 182.99147866 184.36874179 176.77984519 187.10512569]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Oy8wSEH-Z15h",
"outputId": "2756034f-1688-4baf-a512-29e1b1065c80"
},
"source": [
"print(f900)"
],
"execution_count": 64,
"outputs": [
{
"output_type": "stream",
"text": [
"[171.36227866 184.29427692 181.94337571 186.30837014 184.44281507\n",
" 184.73527342 178.42009529 186.92045278 181.03231012 179.78666874\n",
" 185.16288176 170.91907957 182.00206845 186.79597859 183.36857064\n",
" 182.20558832 180.45597456 177.56376198 184.71113247 182.71580964\n",
" 178.15323031 176.60910082 185.69103403 173.22764283 171.11073201\n",
" 174.43053827 186.15655395 174.82596739 186.47989418 169.64069205\n",
" 174.58012804 185.46383172 184.9744343 182.93677476 182.93677476\n",
" 172.26748753 182.88185758 183.73583041 180.93787689 176.56608938\n",
" 173.28213511 185.20960232 172.72748718 183.18128647 172.89618665\n",
" 173.39049132 171.17404105 181.85487549 174.48057824 186.67039466\n",
" 180.35758368 186.50118857 171.36227866 175.81405511 178.60766448\n",
" 182.66002249 183.36857064 180.68291541 180.52118874 182.06051765\n",
" 185.75848621 186.85835318 181.88443739 178.49542295 186.32992522\n",
" 182.60401352 181.76581574 185.20960232 186.17834241 185.75848621\n",
" 182.8543185 182.74362058 174.32992186 183.42162621 171.67052372\n",
" 185.53237803 186.24350631 186.20009722 182.96415327 170.59374784\n",
" 173.00754089 183.65793397 173.65779037 173.00754089 172.03172909\n",
" 176.0840871 173.55147864 181.73600358 181.5557934 172.78394512\n",
" 176.17295956 170.12527872 171.04713715 182.08965155 183.20819429\n",
" 184.61415283 179.92309826 174.17763673 171.29981187 172.38390337\n",
" 186.60718033 174.87462457 177.95946883 180.77906757 186.30837014\n",
" 177.80251748 184.11897926 171.97216775 187.1661492 184.9744343\n",
" 186.81680082 178.34436265 177.64379763 175.63111439 173.55147864\n",
" 174.48057824 185.91462979 182.68794368 173.39049132 187.06429599\n",
" 175.76854219 173.3364174 186.24350631 172.38390337 173.71064686\n",
" 184.71113247 174.43053827 169.71094774 179.3692682 171.91235348\n",
" 178.97547226 177.56376198 178.79276882 177.36166041 170.32796189\n",
" 184.5409774 181.67618932 177.80251748 185.06897316 185.04539786\n",
" 173.97199457 171.29981187 186.50118857 185.91462979 169.78085477\n",
" 181.00090267 178.71901871 185.60059238 175.99465037 184.56541147\n",
" 185.48671757 179.22734017 171.60941197 184.85536142 183.36857064\n",
" 185.02178304 185.82561694 181.12611449 173.39049132 181.40383683\n",
" 186.87908348 175.44576648 177.07375648 181.58598899 185.80327556\n",
" 186.62828331 173.49802037 171.23706683 179.57951445 174.12650695\n",
" 177.95946883 176.03943972 174.72814591 185.89242926 183.57960436\n",
" 185.48671757 185.11600572 183.89034279 170.59374784 170.19316433\n",
" 182.74362058 175.44576648 180.74708972 187.10512569 179.01173029\n",
" 170.72478356 186.41581717 174.17763673 185.34884139 186.13473173\n",
" 172.03172909 186.39439323 178.82949958 182.40620954 184.46741986\n",
" 177.56376198 185.46383172 185.53237803 179.64890493 170.65941807]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "CowW7G-RZ30i",
"outputId": "5e70d24f-08d9-4056-e16a-f0a8e6ec957f"
},
"source": [
"print(f1800)"
],
"execution_count": 65,
"outputs": [
{
"output_type": "stream",
"text": [
"[184.95070011 187.22690949 174.48057824 169.91963656 177.3208898\n",
" 184.29427692 179.15583628 186.39439323 180.71503911 184.71113247\n",
" 179.26295647 172.20891681 172.67080204 186.67039466 172.49936498\n",
" 183.57960436 185.98102224 184.44281507 175.72288173 182.23442403\n",
" 179.01173029 176.12859342 178.93912065 185.73603802 177.44284933\n",
" 181.40383683 182.00206845 179.15583628 181.03231012 179.85504867\n",
" 185.62325729 185.34884139 186.17834241 182.17669346 170.39488001\n",
" 180.90625794 177.23899284 174.17763673 178.07604525 181.82525143\n",
" 183.86470814 186.75424156 176.39271811 184.66272611 180.65071828\n",
" 175.21059846 180.61844739 182.77137672 180.81097299 182.26320082\n",
" 172.61388787 176.12859342 184.9744343 177.44284933 180.81097299\n",
" 186.60718033 182.71580964 186.02511066 182.06051765 182.43463788\n",
" 183.81329845 183.60576266 186.62828331 181.61611999 181.67618932\n",
" 185.55515287 185.16288176 183.81329845 174.17763673 187.14583739\n",
" 171.04713715 186.77512553 179.64890493 179.47478358 178.75594203\n",
" 183.94147257 185.46383172 187.0233476 184.71113247 180.5861024\n",
" 182.03132336 184.36874179 181.88443739 171.54803393 182.29191895\n",
" 175.11542082 185.713554 177.03214275 187.06429599 185.5095663\n",
" 187.20668516 179.57951445 172.26748753 177.68364557 175.58500555\n",
" 184.21941631 173.65779037 182.66002249 181.18830549 186.37293666\n",
" 175.99465037 179.04789523 175.21059846 177.95946883 177.95946883\n",
" 180.90625794 176.17295956 182.32057865 184.71113247 177.84191957\n",
" 185.5095663 170.59374784 179.22734017 185.18626141 185.69103403\n",
" 180.12529653 186.0030837 170.65941807 170.72478356 186.22181849\n",
" 182.88185758 179.43969953 179.95700017 180.42325391 175.21059846\n",
" 181.61611999 184.01782092 186.81680082 186.98227982 185.57789095\n",
" 186.52245082 181.85487549 185.39495023 170.52777003 182.46300896\n",
" 183.2350508 174.53044108 179.40452789 181.31186977 179.78666874\n",
" 177.68364557 184.5409774 184.39347619 180.3246334 177.3208898\n",
" 181.61611999 176.82220984 175.11542082 185.64588579 187.12549625\n",
" 185.16288176 172.49936498 185.95892618 185.73603802 186.09098562\n",
" 184.36874179 182.49132302 186.98227982 181.18830549 185.30258113\n",
" 186.47989418 180.48861939 184.78343154 184.14415574 181.15724431\n",
" 182.06051765 180.61844739 186.75424156 178.38227987 174.72814591\n",
" 177.15661694 172.49936498 185.5095663 169.64069205 186.67039466\n",
" 170.12527872 185.84792294 186.50118857 172.09103965 184.68695008\n",
" 185.13946324 186.7123805 173.17293892 177.52357297 183.65793397\n",
" 184.34396388 178.19166482 181.21929832 180.48861939 186.15655395\n",
" 187.08472564 183.83902675 171.42446965 180.15871585 174.53044108\n",
" 184.95070011 182.49132302 182.08965155 183.73583041 176.2171864 ]\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 282
},
"id": "myr-AWJtaJbO",
"outputId": "5b97358b-71ba-42ed-bcfd-3bd55ee669a7"
},
"source": [
"plt.figure()\r\n",
"plt.plot(a,f700,'r-o',label='urban')\r\n",
"plt.plot(b,f900,'g-x',label='suburban')\r\n",
"plt.plot(c,f1800,'b-+',label='open')"
],
"execution_count": 66,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"[]"
]
},
"metadata": {
"tags": []
},
"execution_count": 66
},
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "ijyvBWIUayKZ"
},
"source": [
"a_sort=a[np.argsort(a)]\r\n",
"f7s=f700[np.argsort(a)]\r\n",
"\r\n",
"b_sort=b[np.argsort(b)]\r\n",
"f9s=f900[np.argsort(b)]\r\n",
"\r\n",
"c_sort=c[np.argsort(c)]\r\n",
"f18s=f1800[np.argsort(c)]"
],
"execution_count": 67,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 295
},
"id": "KqNxrgpw3lVz",
"outputId": "7554ecc5-1364-4fd8-8c39-47bb967ed782"
},
"source": [
"plt.figure()\r\n",
"plt.plot(a_sort,f7s,'r-o',label='700MHz')\r\n",
"plt.plot(b_sort,f9s,'g-x',label='900MHz')\r\n",
"plt.plot(c_sort,f18s,'b-+',label='1800MHz')\r\n",
"plt.legend()\r\n",
"plt.title('Grafik PathlossdB Pada 3 Frekuensi Berbeda di Area Urban')\r\n",
"plt.xlabel('Jarak (m)')\r\n",
"plt.ylabel('Pathloss (dB)')\r\n",
"plt.show()"
],
"execution_count": 69,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
}
]
}