Frequency assignment for guaranteed QoS in two-ray models with limited location information

We consider a two-ray channel model in which the distance between transmitter and receiver is only known up to an interval. Due to the unknown distance, destructive interference might occur which significantly reduces the receive power. To mitigate this problem, multiple frequencies can be used in parallel. In this work, we consider a worst-case design approach which allows maximizing the guaranteed quality of service (QoS) despite the uncertainty about the channel. First, we derive the worst-case receive power within the uncertainty region. Next, we compare different approaches to assign frequencies to the user such that the worst-case is maximized. We propose a greedy algorithm, which significantly outperforms standard baseline schemes while also being resource efficient. With this, the communication system can be designed such that a certain performance can always be guaranteed, and ultra-reliability is practically achieved.

Publication Details

Journal
Oxford University Research Archive (ORA) (University of Oxford)
Published
2025-01-01
Primary Topic
Wireless Communication Security Techniques
Type
article
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article

Frequency assignment for guaranteed QoS in two-ray models with limited location information

Oxford University Research Archive (ORA) (University of Oxford)
Wireless Communication Security Techniques
article

Frequency assignment for guaranteed QoS in two-ray models with limited location information

article en

Abstract

We consider a two-ray channel model in which the distance between transmitter and receiver is only known up to an interval. Due to the unknown distance, destructive interference might occur which significantly reduces the receive power. To mitigate this problem, multiple frequencies can be used in parallel. In this work, we consider a worst-case design approach which allows maximizing the guaranteed quality of service (QoS) despite the uncertainty about the channel. First, we derive the worst-case receive power within the uncertainty region. Next, we compare different approaches to assign frequencies to the user such that the worst-case is maximized. We propose a greedy algorithm, which significantly outperforms standard baseline schemes while also being resource efficient. With this, the communication system can be designed such that a certain performance can always be guaranteed, and ultra-reliability is practically achieved.

Oxford University Research Archive (ORA) (University of Oxford)
Decent work and economic growth
Openalex Percentile: Top 53%
Wireless Communication Security Techniques
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