Research Paper#Communication Systems, AirComp, Digital Modulation🔬 ResearchAnalyzed: Jan 3, 2026 17:07
Digital AirComp with Complement Coding
Published:Dec 31, 2025 11:16
•1 min read
•ArXiv
Analysis
This paper addresses limitations of analog signals in over-the-air computation (AirComp) by proposing a digital approach using two's complement coding. The key innovation lies in encoding quantized values into binary sequences for transmission over subcarriers, enabling error-free computation with minimal codeword length. The paper also introduces techniques to mitigate channel fading and optimize performance through power allocation and detection strategies. The focus on low SNR regimes suggests a practical application focus.
Key Takeaways
- •Proposes a digital AirComp scheme using two's complement coding.
- •Enables error-free computation with minimal codeword length.
- •Addresses channel fading with a truncated inversion strategy.
- •Optimizes performance using LMMSE detection and uneven power allocation.
- •Demonstrates superior performance, especially at low SNR.
Reference
“The paper theoretically ensures asymptotic error free computation with the minimal codeword length.”