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The Broadcast Approach in Communication Networks.
Ali Tajer1, Avi Steiner2, Shlomo Shamai Shitz2
1Department of Electrical, Computer, and Systems Engineering, Rensselaer Polytechnic Institute, Troy, NY 12180, USA.
This paper introduces the broadcast approach for communication over state-dependent channels. It offers strategies for reliable data transmission with both short-term and long-term performance guarantees.
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Area of Science:
- Information Theory
- Communication Systems Engineering
- Network Science
Background:
- Communication over state-dependent channels presents challenges due to unknown instantaneous states.
- Adapting to frequent channel variations using ergodic behavior offers long-term strategies but lacks short-term guarantees.
- Infrequent variations can cause temporal averages to deviate from ergodic modes, impacting performance.
Purpose of the Study:
- To review the theoretical and practical principles of the broadcast approach for communication systems.
- To present a method for designing transmission schemes that provide both short-term and long-term performance guarantees.
- To explore the application of the broadcast approach across diverse channel and network models.
Main Methods:
- Reviewing theoretical frameworks for broadcast communication over state-dependent channels.
- Analyzing strategies for adapting transmission to time-varying channel states.
- Investigating principles for designing schemes with dual performance guarantees.
Main Results:
- The broadcast approach offers a robust framework for communication over channels with probabilistic state information.
- It enables the design of transmission schemes that balance short-term reliability with long-term efficiency.
- The principles are applicable to various channel and network configurations under different constraints.
Conclusions:
- The broadcast approach is a valuable tool for enhancing communication reliability and performance in dynamic environments.
- It provides a unified methodology for addressing challenges in state-dependent communication.
- Further research can explore advanced applications and optimizations of this approach.