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Traffic Offloading in Unlicensed Spectrum for 5G Cellular Network: A Two-Layer Game Approach
1School of Electronics and Information Engineering, Beijing Jiaotong University, Beijing 100044, China.
Entropy (Basel, Switzerland)
|December 3, 2020
Summary
This study introduces a new method to reduce data collisions in 5G Licensed Assisted Access (LAA) and WiFi systems. The proposed Coalition-Auction Game-based Transaction (CAGT) mechanism improves throughput for both LAA and WiFi networks.
Area of Science:
- Wireless communication systems
- Telecommunications engineering
- Network optimization
Background:
- Licensed Assisted Access (LAA) is crucial for high-performance 5G networks.
- Listen Before Talk (LBT) and Carrier Sensing and Adaptive Transmission (CSAT) are established coexistence schemes for spectrum sharing.
- Existing CSAT methods face challenges with Long Term Evolution (LTE) data transmission collisions.
Purpose of the Study:
- To propose a modified LBT-based CSAT scheme to minimize LTE transmission collisions.
- To enhance the throughput of both LAA and WiFi systems.
- To introduce a novel two-layer Coalition-Auction Game-based Transaction (CAGT) mechanism for system optimization.
Main Methods:
- A modified LBT-based CSAT scheme is developed to reduce collisions during LTE data transmission.
- A two-layer CAGT mechanism is proposed, featuring coalition formation among Access Points (APs) and an auction game.
- Coalition formation merges lightly loaded APs with heavily loaded APs to offload data and balance WiFi traffic.
Main Results:
- The proposed scheme effectively reduces collisions when LTE initiates data transmission in CSAT mode.
- The CAGT mechanism successfully optimizes performance, leading to improved throughput for both LAA and WiFi systems.
- Simulation results validate the enhanced performance of the proposed LAA and WiFi coexistence strategy.
Conclusions:
- The modified LBT-based CSAT scheme and CAGT mechanism offer an effective solution for LAA and WiFi coexistence.
- The proposed approach significantly improves spectrum utilization and overall system throughput.
- This research contributes to the advancement of efficient and high-performance wireless communication systems.
Keywords:
Carrier Sensing and Adaptive TransmissionCollation-Auction Game-based TransactionLAAWiFicoexistencetwo-layer gameMore Related Videos
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