Area and Energy Efficient VLSI Architectures for Low-density Parity-check Decoders Using an On-the-fly Computation

Area and Energy Efficient VLSI Architectures for Low-density Parity-check Decoders Using an On-the-fly Computation
Author: Kiran Kumar Gunnam
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Release: 2010
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The VLSI implementation complexity of a low density parity check (LDPC) decoder is largely influenced by the interconnect and the storage requirements. This dissertation presents the decoder architectures for regular and irregular LDPC codes that provide substantial gains over existing academic and commercial implementations. Several structured properties of LDPC codes and decoding algorithms are observed and are used to construct hardware implementation with reduced processing complexity. The proposed architectures utilize an on-the-fly computation paradigm which permits scheduling of the computations in a way that the memory requirements and re-computations are reduced. Using this paradigm, the run-time configurable and multi-rate VLSI architectures for the rate compatible array LDPC codes and irregular block LDPC codes are designed. Rate compatible array codes are considered for DSL applications. Irregular block LDPC codes are proposed for IEEE 802.16e, IEEE 802.11n, and IEEE 802.20. When compared with a recent implementation of an 802.11n LDPC decoder, the proposed decoder reduces the logic complexity by 6.45x and memory complexity by 2x for a given data throughput. When compared to the latest reported multi-rate decoders, this decoder design has an area efficiency of around 5.5x and energy efficiency of 2.6x for a given data throughput. The numbers are normalized for a 180nm CMOS process. Properly designed array codes have low error floors and meet the requirements of magnetic channel and other applications which need several Gbps of data throughput. A high throughput and fixed code architecture for array LDPC codes has been designed. No modification to the code is performed as this can result in high error floors. This parallel decoder architecture has no routing congestion and is scalable for longer block lengths. When compared to the latest fixed code parallel decoders in the literature, this design has an area efficiency of around 36x and an energy efficiency of 3x for a given data throughput. Again, the numbers are normalized for a 180nm CMOS process. In summary, the design and analysis details of the proposed architectures are described in this dissertation. The results from the extensive simulation and VHDL verification on FPGA and ASIC design platforms are also presented.


Area and Energy Efficient VLSI Architectures for Low-density Parity-check Decoders Using an On-the-fly Computation
Language: en
Pages:
Authors: Kiran Kumar Gunnam
Categories:
Type: BOOK - Published: 2010 - Publisher:

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The VLSI implementation complexity of a low density parity check (LDPC) decoder is largely influenced by the interconnect and the storage requirements. This dis
VLSI Architectures for Multi-Gbps Low-Density Parity-Check Decoders
Language: en
Pages: 228
Authors: Ahmad Darabiha
Categories:
Type: BOOK - Published: 2008 - Publisher:

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Near-capacity performance and parallelizable decoding algorithms have made Low-Density Parity Check (LDPC) codes a powerful competitor to previous generations o
Efficient VLSI Architectures for Non-binary Low Density Parity Check Decoding
Language: en
Pages: 95
Authors: Fang Cai
Categories:
Type: BOOK - Published: 2011 - Publisher:

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Non-binary low-density parity-check (NB-LDPC) codes can achieve better error-correcting performance than binary LDPC codes when the code length is moderate at t
K-Best Decoders for 5G+ Wireless Communication
Language: en
Pages: 75
Authors: Mehnaz Rahman
Categories: Technology & Engineering
Type: BOOK - Published: 2016-08-31 - Publisher: Springer

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This book discusses new, efficient and hardware realizable algorithms that can attain the performance of beyond 5G wireless communication. The authors explain t
Low-complexity High-speed VLSI Design of Low-density Parity-check Decoders
Language: en
Pages: 218
Authors: Zhiqiang Cui
Categories: Decoders (Electronics)
Type: BOOK - Published: 2008 - Publisher:

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Low-Density Parity-check (LDPC) codes have attracted considerable attention due to their capacity approaching performance over AWGN channel and highly paralleli