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Protograph Designing of P-LDPC Codes via M3 Method.
Dan Song1, Meiyuan Miao2, Lin Wang1
1Department of Information and Communication Engineering, Xiamen University, Xiamen 361005, China.
This study introduces an improved protograph low-density parity-check (P-LDPC) code, enhancing reliability and reducing power consumption for joint source channel coding (JSCC). The new design is hardware-friendly and validated using the mesh model-based merging (M3) method.
Area of Science:
- Coding Theory
- Digital Communications
- Information Theory
Background:
- Designing protograph (mother code) for P-LDPC codes presents challenges in achieving both a good waterfall region and a low error floor.
- Existing research on constructing P-LDPC codes for joint source channel coding (JSCC) is limited.
- The mesh model-based merging (M3) method and basic graph models were recently proposed for double protograph P-LDPC code pair construction in JSCC.
Purpose of the Study:
- To improve a single P-LDPC code to verify the availability of the M3 method.
- To construct a new family of channel codes with enhanced performance characteristics.
- To demonstrate a structured design approach for hardware-friendly codes.
Main Methods:
- Improvement of a single P-LDPC code structure, distinct from the channel code in JSCC.
- Utilizing the mesh model-based merging (M3) method for code construction and verification.
- Designing structured protograph-based low-density parity-check codes.
Main Results:
- A novel family of channel codes was generated.
- The proposed codes exhibit lower power consumption.
- The new codes demonstrate higher reliability compared to existing methods.
- The structured design proved to be hardware-friendly.
Conclusions:
- The improved P-LDPC code construction is effective and verifies the M3 method's applicability.
- The proposed channel codes offer a superior trade-off between power consumption and reliability.
- The structured design facilitates hardware implementation, making the codes practical for various applications.
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