68 lines
3.0 KiB
Mathematica
68 lines
3.0 KiB
Mathematica
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%% 请了解：什么是CFAR，以及什么是2D-CFAR
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function [pointList,cfarRD] = cfar(parameter,accumulateRD)
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[rangeLen,dopplerLen] = size(accumulateRD);
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%% doppler维度搜索
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dopplerMethod = parameter.dopplerMethod;
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dopplerSNR = parameter.dopplerSNR;
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dopplerWinGuardLen = parameter.dopplerWinGuardLen;
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dopplerWinTrainLen = parameter.dopplerWinTrainLen;
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dopplerLeft = accumulateRD(:,dopplerLen - dopplerWinGuardLen - dopplerWinTrainLen + 1:dopplerLen);
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dopplerRight = accumulateRD(:,1:dopplerWinGuardLen+dopplerWinTrainLen);
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dopplercfar = [dopplerLeft accumulateRD dopplerRight];
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dopplerCfarList = [];
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for rangeIdx = 1:rangeLen
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for dopplerIdx = 1:dopplerLen
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dopplerCfarIdx = dopplerIdx + dopplerWinGuardLen + dopplerWinTrainLen;
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leftCell = dopplercfar(rangeIdx,dopplerIdx:dopplerIdx+dopplerWinTrainLen-1);
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rightCell = dopplercfar(rangeIdx,dopplerCfarIdx+dopplerWinGuardLen:dopplerCfarIdx+dopplerWinGuardLen+dopplerWinTrainLen-1);
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leftNoise = mean(leftCell);
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rightNoise = mean(rightCell);
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noise = (leftNoise + rightNoise) / 2;
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indexdb = dopplercfar(rangeIdx,dopplerCfarIdx);
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targetSnr = indexdb - noise;
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if targetSnr > dopplerSNR
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dopplerCfarList = [dopplerCfarList dopplerIdx];
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cfarRDdoppler(rangeIdx,dopplerIdx) = indexdb;
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end
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end
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end
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dopplerCfarList = unique(dopplerCfarList);
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%% range维度搜索
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rangeMethod = parameter.rangeMethod;
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rangeSNR = parameter.rangeSNR;
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rangeWinGuardLen = parameter.rangeWinGuardLen;
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rangeWinTrainLen = parameter.rangeWinTrainLen;
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rangeUp = accumulateRD(rangeLen - rangeWinGuardLen - rangeWinTrainLen + 1:rangeLen,:);
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rangeDown = accumulateRD(1:rangeWinGuardLen+rangeWinTrainLen,:);
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rangecfar = [rangeUp;accumulateRD;rangeDown];
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rangeCfarList = [];
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cfarRD = zeros(rangeLen,dopplerLen);
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for dopplerIdx = dopplerCfarList
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for rangeIdx = 1:rangeLen
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rangeCfarIdx = rangeIdx + rangeWinGuardLen + rangeWinTrainLen;
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upCell = rangecfar(rangeIdx:rangeIdx+rangeWinTrainLen-1,dopplerIdx);
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downCell = rangecfar(rangeCfarIdx+rangeWinGuardLen:rangeCfarIdx+rangeWinGuardLen+rangeWinTrainLen-1,dopplerIdx);
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upNoise = mean(upCell);
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downNoise = mean(downCell);
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if rangeMethod == 1
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noise = (upNoise + downNoise) / 2;
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indexdb = rangecfar(rangeCfarIdx,dopplerIdx);
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targetSnr = indexdb - noise;
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if targetSnr > rangeSNR
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rangeCfarList = [rangeCfarList [rangeIdx;dopplerIdx]];
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cfarRD(rangeIdx,dopplerIdx) = indexdb;
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end
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elseif dopplerMethod == 2
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elseif dopplerMethod == 3
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else
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end
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end
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end
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pointList = rangeCfarList;
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end
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