Name
Title | ||
|---|---|---|
Improved Low-Power Cost-Effective DCT Implementation Based on Markov Random Field and Stochastic Logic |
Abstract | ||
|---|---|---|
Discrete Cosine Transform (DCT) is a commonly used building block for image and video compression. In this article, we present a Markov Random Field (MRF)-based design for DCT implementation because MRF logic gates outperform standard non-MRF units by achieving high noise immunity for applications to logic-based computing systems in deep sub-micron condition. Furthermore, it is found that stochastic logic, a low-cost form of number representation, can also efficiently simplify computations. By combining these two techniques, we present an improved DCT hardware circuit. The example eight-point one-dimensional DCT (1D DCT) system is simulated using 65 nm CMOS technology. Simulation results show that the proposed MRF design can achieve 13% higher noise immunity and 47% area saving, compared with the typical stochastic 1D DCT using classical Master-and-Slave architecture. While achieving the same error rate of 0.21, power consumption is reduced by 52%. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/TCSVT.2019.2945024 | IEEE Transactions on Circuits and Systems for Video Technology |
Keywords | DocType | Volume |
Discrete cosine transforms,Logic gates,Hardware,Adders,Circuit synthesis,Standards,Markov random fields | Journal | 30 |
Issue | ISSN | Citations |
10 | 1051-8215 | 0 |
PageRank | References | Authors |
0.34 | 4 | 7 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yufeng Li | 1 | 15 | 10.67 |
| Yan Li | 2 | 399 | 95.68 |
| I-Chyn Wey | 3 | 48 | 11.21 |
| Deqiang Cheng | 4 | 32 | 6.85 |
| Fan Yang | 5 | 25 | 6.98 |
| Xuan Zeng | 6 | 408 | 75.96 |
| jie chen | 7 | 13 | 8.24 |