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Published on: November 26, 2019
Opportunistic and On-Demand Network Coding-Based Solutions for LPWAN Forwarding.
Dion Tanjung1, Seunggyu Byeon2, Junhwan Huh1
1Department of Electrical and Computer Engineering, Pusan National University, Busan 46241, Korea.
This study introduces opportunistic and on-demand network coding (OODC) to enhance low-power and wide-area networks (LPWAN). OODC improves LPWAN reliability and coverage without sacrificing network capacity, achieving a 92% packet delivery ratio.
Area of Science:
- Networking
- Wireless Communication
- Information Theory
Background:
- Low-power and wide-area networks (LPWAN) face reliability and coverage challenges, particularly in urban environments with limited line-of-sight.
- LPWANs often reduce data rates for extended coverage, limiting resource availability for end-devices.
- Deploying additional gateways is costly due to infrastructure requirements like power and internet connectivity.
Purpose of the Study:
- To propose a novel forwarding scheme using relays to enhance LPWAN coverage and reliability.
- To address and minimize unnecessary forwarding by relays, which can degrade network capacity.
- To leverage network coding for improved transmission efficiency and reliability in LPWANs.
Main Methods:
- Implementation of an opportunistic and on-demand network coding (OODC) scheme.
- Utilizing multiple-receiving relays effectively to minimize redundant data forwarding.
- Application of network coding at the relay for simultaneous efficiency and reliability gains.
- Employing a header compression technique to mitigate the overhead associated with network coding.
Main Results:
- The OODC scheme demonstrated superior reliability compared to fixed-path forwarding methods.
- In adaptive data rate settings, OODC achieved a packet delivery ratio (PDR) of 92%.
- Fixed-path forwarding achieved a PDR of 84% under similar adaptive data rate conditions.
Conclusions:
- The proposed OODC scheme effectively increases LPWAN coverage and reliability.
- OODC successfully mitigates unnecessary forwarding, preserving network capacity.
- Network coding, combined with header compression, offers a viable solution for efficient and reliable LPWAN communication.
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