/* Successive cancellation list decoding of polar codes Copyright 2020 Ahmet Inan */ #pragma once #include #include "polar_helper.hh" namespace CODE { template struct PolarListNode { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int N = 1 << M; static MAP rate0(PATH *metric, TYPE *hard, TYPE *soft) { for (int i = 0; i < N; ++i) hard[i] = PH::one(); for (int i = 0; i < N; ++i) for (int k = 0; k < TYPE::SIZE; ++k) if (soft[i+N].v[k] < 0) metric[k] -= soft[i+N].v[k]; MAP map; for (int k = 0; k < TYPE::SIZE; ++k) map.v[k] = k; return map; } }; template struct PolarListNode { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static MAP rate0(PATH *metric, TYPE *hard, TYPE *soft) { *hard = PH::one(); for (int k = 0; k < TYPE::SIZE; ++k) if (soft[1].v[k] < 0) metric[k] -= soft[1].v[k]; MAP map; for (int k = 0; k < TYPE::SIZE; ++k) map.v[k] = k; return map; } static MAP rate1(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft) { TYPE sft = soft[1]; PATH fork[2*TYPE::SIZE]; for (int k = 0; k < TYPE::SIZE; ++k) fork[k] = fork[k+TYPE::SIZE] = metric[k]; for (int k = 0; k < TYPE::SIZE; ++k) if (sft.v[k] < 0) fork[k] -= sft.v[k]; else fork[k+TYPE::SIZE] += sft.v[k]; int perm[2*TYPE::SIZE]; for (int k = 0; k < 2*TYPE::SIZE; ++k) perm[k] = k; std::nth_element(perm, perm+TYPE::SIZE, perm+2*TYPE::SIZE, [fork](int a, int b){ return fork[a] < fork[b]; }); for (int k = 0; k < TYPE::SIZE; ++k) metric[k] = fork[perm[k]]; MAP map; for (int k = 0; k < TYPE::SIZE; ++k) map.v[k] = perm[k] % TYPE::SIZE; TYPE hrd; for (int k = 0; k < TYPE::SIZE; ++k) hrd.v[k] = perm[k] < TYPE::SIZE ? 1 : -1; message[*count] = hrd; maps[*count] = map; ++*count; *hard = hrd; return map; } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, const uint32_t *frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); MAP rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen+N/2/32); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int M = 6; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, const uint32_t *frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap, rmap; if (frozen[0] == 0xffffffff) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen[0]); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); if (frozen[1] == 0xffffffff) rmap = PolarListNode::rate0(metric, hard+N/2, soft); else rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen[1]); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int M = 5; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, uint32_t frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap, rmap; if ((frozen & ((1<<(1<<(M-1)))-1)) == ((1<<(1<<(M-1)))-1)) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen & ((1<<(1<<(M-1)))-1)); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); if (frozen >> (N/2) == ((1<<(1<<(M-1)))-1)) rmap = PolarListNode::rate0(metric, hard+N/2, soft); else rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen >> (N/2)); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int M = 4; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, uint32_t frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap, rmap; if ((frozen & ((1<<(1<<(M-1)))-1)) == ((1<<(1<<(M-1)))-1)) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen & ((1<<(1<<(M-1)))-1)); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); if (frozen >> (N/2) == ((1<<(1<<(M-1)))-1)) rmap = PolarListNode::rate0(metric, hard+N/2, soft); else rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen >> (N/2)); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int M = 3; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, uint32_t frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap, rmap; if ((frozen & ((1<<(1<<(M-1)))-1)) == ((1<<(1<<(M-1)))-1)) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen & ((1<<(1<<(M-1)))-1)); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); if (frozen >> (N/2) == ((1<<(1<<(M-1)))-1)) rmap = PolarListNode::rate0(metric, hard+N/2, soft); else rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen >> (N/2)); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int M = 2; static const int N = 1 << M; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, uint32_t frozen) { for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::prod(soft[i+N], soft[i+N/2+N]); MAP lmap, rmap; if ((frozen & ((1<<(1<<(M-1)))-1)) == ((1<<(1<<(M-1)))-1)) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListTree::decode(metric, message, maps, count, hard, soft, frozen & ((1<<(1<<(M-1)))-1)); for (int i = 0; i < N/2; ++i) soft[i+N/2] = PH::madd(hard[i], vshuf(soft[i+N], lmap), vshuf(soft[i+N/2+N], lmap)); if (frozen >> (N/2) == ((1<<(1<<(M-1)))-1)) rmap = PolarListNode::rate0(metric, hard+N/2, soft); else rmap = PolarListTree::decode(metric, message, maps, count, hard+N/2, soft, frozen >> (N/2)); for (int i = 0; i < N/2; ++i) hard[i] = PH::qmul(vshuf(hard[i], rmap), hard[i+N/2]); return vshuf(lmap, rmap); } }; template struct PolarListTree { typedef PolarHelper PH; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static MAP decode(PATH *metric, TYPE *message, MAP *maps, int *count, TYPE *hard, TYPE *soft, uint32_t frozen) { soft[1] = PH::prod(soft[2], soft[3]); MAP lmap, rmap; if (frozen & 1) lmap = PolarListNode::rate0(metric, hard, soft); else lmap = PolarListNode::rate1(metric, message, maps, count, hard, soft); soft[1] = PH::madd(hard[0], vshuf(soft[2], lmap), vshuf(soft[3], lmap)); if (frozen >> 1) rmap = PolarListNode::rate0(metric, hard+1, soft); else rmap = PolarListNode::rate1(metric, message, maps, count, hard+1, soft); hard[0] = PH::qmul(vshuf(hard[0], rmap), hard[1]); return vshuf(lmap, rmap); } }; template class PolarListDecoder { static_assert(MAX_M >= 5 && MAX_M <= 29); typedef PolarHelper PH; typedef typename TYPE::value_type VALUE; typedef typename PH::PATH PATH; typedef typename PH::MAP MAP; static const int MAX_N = 1 << MAX_M; TYPE soft[2*MAX_N]; TYPE hard[MAX_N]; MAP maps[MAX_N]; public: void operator()(PATH *metric, TYPE *message, const VALUE *codeword, const uint32_t *frozen, int level) { assert(level <= MAX_M); int count = 0; metric[0] = 0; for (int k = 1; k < TYPE::SIZE; ++k) metric[k] = 1000; int length = 1 << level; for (int i = 0; i < length; ++i) soft[length+i] = vdup(codeword[i]); switch (level) { case 5: PolarListTree::decode(metric, message, maps, &count, hard, soft, *frozen); break; case 6: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 7: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 8: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 9: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 10: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 11: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 12: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 13: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 14: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 15: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 16: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 17: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 18: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 19: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 20: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 21: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 22: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 23: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 24: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 25: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 26: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 27: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 28: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; case 29: PolarListTree::decode(metric, message, maps, &count, hard, soft, frozen); break; default: assert(false); } MAP acc = maps[count-1]; for (int i = count-2; i >= 0; --i) { message[i] = vshuf(message[i], acc); acc = vshuf(maps[i], acc); } } }; }