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Performance Analysis of linear error correcting codes Group Members Shantharam Iyer Nitish Sinha Anjana Rao Premkumar Iyangar
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Project Objective Comparison of the performance(BER v/s.SNR) of different channel coding schemes for varying: –A) Sampling Frequency –B) Code rate(k/n) –C)Modulation schemes for a AWGN channel
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Experimental Setup Message Data Decode/ Error Correction Recovered Message Data Gaussian Noise Modulation Demodulation Encode
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Channel Coding Techniques Used 1)Parity Check Codes: Corrects up to 1 error & Detects up to 1 error 2) Hamming Codes: Corrects one error & Detects upto 2 errors 3) Cyclic Codes Corrects one or more errors, depending on generator polynomial matrix size (n x k) and syndrome table (size (2^n-k) x n) 4) BCH Codes Corrects one or more errors, depending on generator polynomial matrix (n x k, n=(2^m)-1,m>3)
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Modulation Schemes Investigated Amplitude Shift Keying (ASK) - Information is stored in the amplitude of the signal Phase Shift Keying (PSK) - Information is stored in the phase (zero crossings of the signal)
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Results and conclusions
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Varying code rates (parity check)
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Varying code rates: Hamming
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Varying code rates:Cyclic
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Varying Code Rates -BCH
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Conclusions on varying code rates Observation:As code rates increase for Parity and Cyclic, BER increases
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Varying bandwidth consumption (parity check)
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Varying Bandwidth Consumption :Hamming
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Varying bandwidth consumption:Cyclic
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Varying Bandwidth Consumption (BCH)
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Effect of coding
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Effect of Coding
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Comparison of coding schemes
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