{"title":"Modeling the Trade-off between Throughput and Reliability in a Bluetooth Low Energy Connection","authors":"Bozheng Pang, Tim Claeys, H. Hallez, J. Boydens","doi":"10.5555/3639940.3639944","DOIUrl":null,"url":null,"abstract":"The use of Bluetooth Low Energy in low-range Internet of Things systems is growing exponentially. Similar to other wireless communication protocols, throughput and reliability are two key performance metrics in Bluetooth Low Energy communications. However, electromagnetic interference from various sources can heavily affect the performance of wireless devices, leading to dropped throughput and unreliable communication. Therefore, there is a need for both theoretical and practical studies capable of quantifying the BLE communication performance, e.g. throughput and reliability, subject to interference. In this paper, a mathematical model to predict throughput of a BLE connection under interference is derived first, and linked to the reliability model we developed in [1]. After that, extensive practical experiments are performed in various scenarios to sufficiently validate the theoretical results from both models. Finally, the trade-off between throughput and reliability is investigated through the validated models to give some inside properties of BLE communications. The similarity between the theoretical results and the experimental ones highlights the accuracy of the proposed throughput and reliability models. Hence, the two models can be used to explore the performance of various BLE designs or deployments from diverse perspectives.","PeriodicalId":443547,"journal":{"name":"European Conference/Workshop on Wireless Sensor Networks","volume":"40 5","pages":"32-39"},"PeriodicalIF":0.0000,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Conference/Workshop on Wireless Sensor Networks","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5555/3639940.3639944","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The use of Bluetooth Low Energy in low-range Internet of Things systems is growing exponentially. Similar to other wireless communication protocols, throughput and reliability are two key performance metrics in Bluetooth Low Energy communications. However, electromagnetic interference from various sources can heavily affect the performance of wireless devices, leading to dropped throughput and unreliable communication. Therefore, there is a need for both theoretical and practical studies capable of quantifying the BLE communication performance, e.g. throughput and reliability, subject to interference. In this paper, a mathematical model to predict throughput of a BLE connection under interference is derived first, and linked to the reliability model we developed in [1]. After that, extensive practical experiments are performed in various scenarios to sufficiently validate the theoretical results from both models. Finally, the trade-off between throughput and reliability is investigated through the validated models to give some inside properties of BLE communications. The similarity between the theoretical results and the experimental ones highlights the accuracy of the proposed throughput and reliability models. Hence, the two models can be used to explore the performance of various BLE designs or deployments from diverse perspectives.
蓝牙低功耗在低范围物联网系统中的应用正呈指数级增长。与其他无线通信协议类似,吞吐量和可靠性是蓝牙低功耗通信的两个关键性能指标。然而,各种来源的电磁干扰会严重影响无线设备的性能,导致吞吐量下降和通信不可靠。因此,有必要进行理论和实践研究,以量化蓝牙低功耗通信的性能,如受干扰时的吞吐量和可靠性。本文首先推导了一个数学模型来预测 BLE 连接在干扰下的吞吐量,并将其与我们在 [1] 中开发的可靠性模型联系起来。之后,我们在各种场景下进行了广泛的实际实验,以充分验证两个模型的理论结果。最后,通过验证模型研究了吞吐量和可靠性之间的权衡,给出了 BLE 通信的一些内部特性。理论结果与实验结果之间的相似性凸显了所提出的吞吐量和可靠性模型的准确性。因此,这两个模型可用于从不同角度探索各种 BLE 设计或部署的性能。