Unlicensed Low-Power Wide Area Networks for Location-based Services

项目来源

日本学术振兴会基金(JSPS)

项目主持人

シャオ チョンロン

项目受资助机构

九州工業大学

立项年度

2024

立项时间

未公开

项目编号

24K20765

研究期限

未知 / 未知

项目级别

国家级

受资助金额

4680000.00日元

学科

情報ネットワーク関連

学科代码

未公开

基金类别

若手研究

关键词

LoRaWAN ; Signal collision ; Coexistence ; Physical layer ; LPWANs

参与者

未公开

参与机构

九州工業大学,大学院情報工学研究院

项目标书摘要:The research objectives for the first year include:(1)building an outdoor LoRaWAN testbed to observe packet exchanges and signal collisions among LoRaWAN end devices;(2)designing a signal processing algorithm to resolve LoRaWAN signal collisions.For objective(1),I have successfully implemented a practical LoRaWAN system.This was achieved using a notebook computer as the LoRaWAN network server,a USRP N210 software-defined radio as the LoRaWAN gateway,and multiple Dragino LoRa Shields as LoRaWAN end devices.By deploying customized programs for signal transmission and reception on both the gateway and end devices,I established a functional LoRaWAN testbed on a university campus.This setup allowed me to observe and confirm signal collisions among the end devices.For objective(2),I developed several physical-layer solutions for resolving signal collisions.These solutions have been validated and presented in international conferences and journals.Additionally,I have leveraged LoRaWAN signals to develop an application for detecting close physical contact between devices,demonstrating the versatility of the proposed solutions.This research focuses on developing a novel LoRaWAN(long-range wide area network)architecture to support diverse location-based services.The proposed architecture aims to enhance device networking and location sensing performance.In the first year,the primary objective was to design a sophisticated signal processing algorithm to resolve LoRaWAN signal collisions among coexisting end devices.To facilitate this,I established an outdoor LoRaWAN testbed on a university campus.The setup included a notebook computer functioning as a LoRaWAN network server,a USRP N210 software-defined radio serving as a LoRaWAN gateway,and multiple Dragino LoRa Shields acting as LoRaWAN end devices.Using this testbed,I successfully demonstrated packet exchanges and identified signal collision issues.To improve signal resilience,I devised several physical-layer solutions,testing their feasibility and robustness with the testbed.These findings have been presented at multiple international conferences.Additionally,I authored a comprehensive paper reviewing the latest physical-layer solutions for resolving LoRaWAN signal collisions.Beyond physical-layer research,I conducted preliminary experiments to address medium access control(MAC)-layer challenges in LoRaWAN.This work resulted in a publication proposing improvements to energy fairness among end devices during channel access.Furthermore,I designed a close physical contact detection technique to identify when two LoRaWAN end devices are in proximity,broadening the potential applications of the proposed architecture.In the second year,this research will expand to an outdoor environment,such as an urban area,with a larger LoRaWAN deployment.The testbed will involve more LoRaWAN end devices and replace software-defined radios with commodity LoRaWAN gateways.Using this expanded testbed,I plan to design a data link-layer solution to ensure network connectivity for end devices located in dead-zone areas(e.g.,deep inside buildings or basements).This will be achieved in a zero-effort manner by leveraging a single-antenna gateway,in contrast to existing approaches that rely on multi-antenna gateways.The proposed solution will employ a novel technique that utilizes the redundancy of chirp signals in a LoRaWAN signal to improve the demodulation of signals transmitted from dead-zone end devices.In addition,I will address challenges related to sensing the locations of LoRaWAN end devices.To enhance location sensing accuracy,I will integrate multiple signal-path-related parameters,including time of flight(ToF),time difference of arrival(TDoA),and angle of arrival(AoA).The final device location will be determined through an adaptive fusion of results obtained from these parameters,ensuring higher precision in location estimation.Reason:The research objectives for the first year include:(1)building an outdoor LoRaWAN testbed to observe packet exchanges and signal collisions among LoRaWAN end devices;(2)designing a signal processing algorithm to resolve LoRaWAN signal collisions.For objective(1),I have successfully implemented a practical LoRaWAN system.This was achieved using a notebook computer as the LoRaWAN network server,a USRP N210 software-defined radio as the LoRaWAN gateway,and multiple Dragino LoRa Shields as LoRaWAN end devices.By deploying customized programs for signal transmission and reception on both the gateway and end devices,I established a functional LoRaWAN testbed on a university campus.This setup allowed me to observe and confirm signal collisions among the end devices.For objective(2),I developed several physical-layer solutions for resolving signal collisions.These solutions have been validated and presented in international conferences and journals.Additionally,I have leveraged LoRaWAN signals to develop an application for detecting close physical contact between devices,demonstrating the versatility of the proposed solutions。Outline of Research at the Start:This research aims to provide an LPWAN architecture with a codesign of device networking and location sensing for various location-based service(LBS)support.The objectives of device networking are:(1)signals should feature a high reception ratio under signal collisions;(2)dead-zone end devices should receive the same level of network connectivity as general ones.The objectives of location sensing are:(1)the sensed locations of LPWAN end devices should be as accurate as required by most LPWAN-based LBS;(2)severe battery drain at end devices should be averted。

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  • 1.InMAC: An Interference-Aware MAC Protocol for 2.4 GHz LoRaWAN

    • 关键词:
    • coexistence; collision; interference; interference; long-range wide areanetwork (LoRaWAN); long-range wide area network (LoRaWAN); medium accesscontrol (MAC) layer; medium access control (MAC) layer; Wi-Fi; Wi-Fi;Wi-Fi
    • Shao, Chenglong;Xu, Tongyang;Wang, Xianpeng
    • 《IEEE INTERNET OF THINGS JOURNAL》
    • 2026年
    • 13卷
    • 3期
    • 期刊

    Recent years have seen the rapid development of long-range wide area network (LoRaWAN) operating in region-specific sub-GHz frequency bands (e.g., 868 MHz in Europe and 915 MHz in North America). To achieve global deployment, LoRaWAN has been extended to operate in the globally available 2.4 GHz unlicensed band. However, this shift exposes LoRaWAN to significant interference from coexisting Wi-Fi networks, which share the same band and typically transmit at much higher power levels. To address this problem, this article presents InMAC, an interference-aware medium access control (MAC) protocol designed to improve coexistence between LoRaWAN and Wi-Fi networks. To the best of our knowledge, InMAC is the first MAC protocol specifically tailored to mitigate Wi-Fi interference for 2.4 GHz LoRaWAN. InMAC enhances LoRaWAN communication by probabilistically exploiting the silent time in Wi-Fi traffic, leveraging a Wi-Fi traffic profiling mechanism at LoRaWAN gateways and a packet length adaptation strategy at end devices. In addition to mitigating external interference from Wi-Fi, InMAC also tackles internal interference caused by signal collisions among LoRaWAN end devices. It incorporates a novel channel access mechanism based on channel activity detection (CAD), a carrier-sensing technique adapted specifically for LoRaWAN. Experimental results demonstrate that InMAC reduces both external Wi-Fi interference and internal LoRaWAN collisions, achieving up to a 111% throughput boost over existing approaches.

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  • 2.Toward Improved LoRaWanCoverage in Urban Settings: A Zero-Effort Solution

    • 关键词:
    • Antennas;Communication channels (information theory);Mobile telecommunication systems;Network architecture;Optical communication;Chirp redundancy;Coverage;End-devices;Long-range wide area network;Lora;Network connection;Network coverage;Urban environments;Urban settings;Wide-area networks
    • Shao, Chenglong
    • 《1st International Conference on Consumer Technology, ICCT-Pacific 2025》
    • 2025年
    • March 29, 2025 - March 31, 2025
    • Matsue, Japan
    • 会议

    In long-range wide area network (LoRaWAN), end devices located in urban environments (e.g., deep inside buildings or basements) frequently suffer from poor network connection due to signal attenuation and blockages, causing dramatic reduction of LoRaWAN coverage. To solve this problem, existing solutions resort to additional efforts from multiple LoRaWangateways, multiple antennas at a gateway, or a third-party transmitter. However, these types of network architecture incur increased hardware costs and are hard to be implemented in all LoRaWAN use cases. In this paper, we propose iLoc to improve LoRaWAN coverage in a zero-effort manner by only leveraging a single-antenna gateway. At the heart of iLoc is a novel technique that exploits the redundancy of chirps in a LoRa signal to enhance the demodulation of signals transmitted over weak links. Experimental results show that iLoc can introduce more than 40% improvement of LoRaWAN coverage in practice. © 2025 IEEE.

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  • 3.Toward Improved Energy Fairness in CSMA-Based LoRaWAN

    • 关键词:
    • LoRaWAN; medium access control; carrier-sense multiple access; channelactivity detection; energy fairness
    • Shao, Chenglong;Muta, Osamu;Tsukamoto, Kazuya;Lee, Wonjun;Wang, Xianpeng;Nkomo, Malvin;Dandekar, Kapil R.
    • 《IEEE-ACM TRANSACTIONS ON NETWORKING》
    • 2024年
    • 期刊

    This paper proposes a heterogeneous carrier-sense multiple access (CSMA) protocol named LoHEC as the first research attempt to improve energy fairness when applying CSMA to long-range wide area network (LoRaWAN). LoHEC is enabled by Channel Activity Detection (CAD), a recently introduced carrier-sensing technique to detect LoRaWAN signals even below the noise floor. The design of LoHEC is inspired by the fact that existing CAD-based CSMA proposals are in a homogeneous manner. In other words, they require LoRaWAN end devices to perform identical CAD regardless of the differences of their used network parameter - spreading factor (SF). This causes energy consumption imbalance among end devices since the consumed energy during CAD is significantly affected by SF. By considering the heterogeneity of LoRaWAN in terms of SF, LoHEC requires end devices to perform different numbers of CAD operations with different CAD intervals during channel access. Particularly, the number of needed CADs and CAD interval are determined based on the CAD energy consumption under different SFs. We conduct extensive experiments regarding LoHEC with a practical LoRaWAN testbed including 60 commercial off-the-shelf end devices. Experimental results show that in comparison with the existing solutions, LoHEC can achieve up to 0.85 x improvement of the energy fairness on average.

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  • 4.Toward Resilient LoRa Communication under Wi-Fi Interference

    • 关键词:
    • Signal interference;Wi-Fi;Communication failure;GHz band;Interference;Lora;Physical layers;Sub-GHz;WI;FI;Wi Fi networks;Wide-area networks;Wireless networking technology
    • Shao, Chenglong;Tsukamoto, Kazuya;Ma, Yi-Wei
    • 《11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024》
    • 2024年
    • July 9, 2024 - July 11, 2024
    • Taichung, Taiwan
    • 会议

    As a compelling wireless networking technology for the Internet of Things, long-range wide area network (Lo-RaWAN) has been newly designed to exploit the 2.4 GHz unlicensed band instead of the traditional sub-GHz bands. However, this makes LoRaWAN frequently suffer from communication failures caused by the signal interference from coexisting Wi-Fi networks using the same 2.4 GHz band. To mitigate this problem, this paper presents a physical-layer solution to directly extract LoRaWAN data out of Wi-Fi interference. This is achieved by exploiting the correlation of the signal demodulation results between the preamble and the payload of a LoRa (the physical layer of LoRaWAN) signal. Experimental results show that in comparison with existing approaches, our proposed technique can achieve up to 83% reduction of LoRa packet error rate. © 2024 IEEE.

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  • 5.CoWiL: Combating Cross-Technology Interference in LoRaWAN

    • 关键词:
    • Binary images;Brain computer interface;Carrier sense multiple access;Code division multiple access;Demodulation;Forward error correction;Image acquisition;Image analysis;Image coding;Image compression ;Image quality;Image reconstruction;Image thinning;Signal receivers;Time division multiple access;Wi-Fi;2.4 GHz-band;Coexistence;Cross-technology interference;Long-range wide area network;Lora;Physical layers;Sub-GHz;WI;FI;Wi Fi networks;Wide-area networks
    • Shao, Chenglong;Tsukamoto, Kazuya;Ma, Yi-Wei;Hua, Yingbo;Wang, Xianpeng
    • 《33rd International Conference on Computer Communications and Networks, ICCCN 2024》
    • 2024年
    • July 29, 2024 - July 31, 2024
    • Big Island, HI, United states
    • 会议

    Long-range wide area network (LoRaWAN) has been newly designed to exploit the 2.4 GHz unlicensed band instead of the traditional sub-GHz bands. However, this makes LoRaWAN frequently suffer from wireless communication failures caused by the cross-technology interference (CTI) from coexisting Wi-Fi networks using the same 2.4 GHz band. As a physical-layer solution to this problem, this paper presents CoWiL to combat the CTI from Wi-Fi to LoRa (the physical layer of LoRaWAN) in the 2.4 GHz band for better coexistence between LoRaWAN and Wi-Fi networks. Existing approaches address this problem by sacrificing Wi-Fi transmission performance or assuming that Wi-Fi interferes with only a small portion of LoRa signals. Unlike them, CoWiL does not affect normal Wi-Fi communications and is workable regardless of the degree of the CTI. This is achieved by implementing CoWiL at a LoRa receiver to directly extract LoRa data out of the CTI from Wi-Fi. Specifically, CoWiL exploits the correlation of the signal demodulation results between the preamble and the payload of a LoRa signal. A novel frequency bin mask is generated based on the demodulated preamble and then applied to the following payload for data decoding. Experimental results in various real-world environments show that in comparison with the existing solutions, CoWiL can reduce the packet error rate of LoRa transmissions by up to 96% under the CTI from Wi-Fi. © 2024 IEEE.

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  • 6.Toward Collision-Free LoRaWAN Communication under the Coexistence with Wi-Fi Networks

    • 关键词:
    • Benchmarking;Carrier sense multiple access;Gateways (computer networks);Health risks;Image analysis;Image reconstruction;Image thinning;Internet protocols;Network layers;Wi-Fi;Coexistence;Collision;Interference;Long-range WAN;Low Power;Low-power wide area network;Medium access control layer;WI;FI;Wi Fi networks;Wide-area networks
    • Shao, Chenglong;Xu, Tongyang;Du, Qinghe
    • 《12th International Symposium on Computing and Networking, CANDAR 2024》
    • 2024年
    • November 26, 2024 - November 29, 2024
    • Naha, Japan
    • 会议

    The last few years have witnessed the prosperity of low-power wide area networks (LPWANs) operating in the region-specific sub-GHz frequency bands. In particular, as one of the representatives of LPWANs, long-range WAN (LoRaWAN) has been newly developed to exploit the 2.4 GHz worldwide unlicensed band for region-independent LoRaWAN development. However, this makes LoRaWAN susceptible to signal interference caused by coexisting Wi-Fi networks that also use the 2.4 GHz band with a higher transmission power than LoRaWAN typically. As a medium access control (MAC)-layer solution to this problem, this paper proposes BeLow to enable better coexistence between LoRaWAN and Wi-Fi networks. To our best knowledge, BeLow is the first-ever LoRaWAN-oriented MAC protocol to mitigate the impact of Wi-Fi interference on LoRaWAN. Overall, BeLow seeks to exploit the silent time of Wi-Fi traffic for LoRaWAN communication. This is achieved in a probabilistic manner via a Wi-Fi traffic profiling technique at LoRaWAN gateways and a packet length adaptation approach at LoRaWAN end devices. On the other hand, BeLow also aims to avoid signal collisions among LoRaWAN end devices by including a novel channel access protocol based on Channel Activity Detection, a carrier-sensing technique tailor-made for LoRaWAN. Experimental results show that BeLow can avoid both Wi-Fi interference and LoRaWAN signal collisions well with a throughput boost of up to 120% compared to the best of our benchmark approaches. © 2024 IEEE.

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