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+28
-8
@@ -19,8 +19,11 @@ channel_state = true;
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result_stream = zeros(1, bits_array_len);
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bit_error_rate_counter = 0;
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gap_size_tracker = [];
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current_gap_size = 0;
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gap_begin = 1; % stores the last dirty bit idx, meaning the begin of a new gap
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gap_tracker = []; % holds a 3xn matrix of begin and end gap values and the gap size between them
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state_sequence = []; % stores the state timeline
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state_visit_counter = 0;
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for it = 1 : bits_array_len
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current_bit = bits(it);
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@@ -32,22 +35,29 @@ for it = 1 : bits_array_len
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% error and channel
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if channel_state == true
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state_visit_counter = state_visit_counter + 1;
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% channel selection from good state with probability p_gg
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if channel_change_probability < p_gg
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channel_state = 1;
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else
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channel_state = 0;
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state_sequence(end + 1) = state_visit_counter + 'x Good';
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state_visit_counter = 0;
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end
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% flip the bit with probability e_g
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if bit_error_probability < e_g
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received_bit = 1 - current_bit;
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else
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received_bit = current_bit;
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end
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else
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state_sequence(it) = 'Bad';
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% change channel to good with probability of p_bg
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if channel_change_probability < p_bg
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channel_state = 1;
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state_sequence(end + 1) = state_visit_counter + 'x Bad';
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state_visit_counter = 0;
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else
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channel_state = 0;
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end
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@@ -64,15 +74,25 @@ for it = 1 : bits_array_len
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% BER and Gap
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if current_bit ~= received_bit
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bit_error_rate_counter = bit_error_rate_counter + 1;
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gap_size_tracker(end + 1) = current_gap_size;
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current_gap_size = 0;
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gap_tracker(:, end + 1) = [gap_begin; it; it - gap_begin - 1];
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gap_begin = it;
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end
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current_gap_size = current_gap_size + 1;
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end
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bit_error_rate = bit_error_rate_counter / bits_array_len
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gap_tracker(:, 1) = []; % trim first gap, this is a fault entry by design
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bit_error_rate = bit_error_rate_counter / bits_array_len;
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gap_sizes = gap_tracker(3, :);
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gap_sizes = gap_sizes(gap_sizes <= 500); % limit gap size to 500 for histogram
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histogram(gap_sizes, 'BinEdges', -0.5:1:500.5);
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xlabel('Gap size')
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ylabel('Frequency')
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title('Histogram of gap sizes between consecutive errors')
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disp(state_sequence)
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disp(bit_error_rate)
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% limit gap size to 500 in histogram
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% for pdf, 1 - 2 sites, describe what i did and what the results were and
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% are
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