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A Highly Pipelined and Highly Parallel VLSI Architecture of CABAC Encoder for UHDTV Applications
Chen Fu1, Heming Sun2, Zhiqiang Zhang1
1Graduate School of Science and Engineering, Hosei University, Tokyo 184-8584, Japan.
Sensors (Basel, Switzerland)
|May 13, 2023
Summary
This study introduces new methods to speed up Context Adaptive Binary Arithmetic Coding (CABAC) in video compression for IoT devices. The proposed techniques significantly reduce coding time and improve throughput for high-resolution video.
Area of Science:
- Computer Science
- Electrical Engineering
- Information Technology
Background:
- Expansion of video data in Internet of Things (IoT) devices necessitates efficient video codecs.
- Context Adaptive Binary Arithmetic Coding (CABAC) is a critical but bottlenecked entropy coding module in standards like HEVC/H.265 and VVC/H.266.
- CABAC's inherent data dependencies cause pipeline stalls, limiting throughput.
Purpose of the Study:
- To address the throughput bottleneck in CABAC caused by data dependencies.
- To enhance the efficiency of video compression for IoT applications and high-resolution video streaming.
- To reduce the computational overhead and latency associated with CABAC in modern video coding standards.
Main Methods:
- Proposed a prediction-based context model prefetching strategy to eliminate memory access latency.
- Introduced multi-result context model update (MCMU) to reduce critical path delay.
- Implemented pre-range update, pre-renormalize techniques, and variable bypass bin incorporation (VBBI) for parallel processing.
- Developed a quad-loop cache for improved data interaction between entropy encoder and other modules.
Main Results:
- The pipeline architecture reduced coding time by up to 45.66% due to eliminated stalls.
- The parallel architecture saved 29.25% of coding time due to model updates (at QP=22).
- Achieved a throughput of 2191 Mbin/s, meeting 8K UHDTV requirements.
- Demonstrated higher hardware efficiency (Mbins/s per k gates) compared to existing architectures.
Conclusions:
- The proposed context model prefetching and parallel processing strategies effectively overcome CABAC's limitations.
- The optimized CABAC architecture significantly enhances video compression efficiency for demanding applications like 8K UHDTV.
- The developed techniques offer a substantial improvement in throughput and hardware efficiency for video codecs.
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