Faculty of Computing and Information Technology, King Abdelaziz University, Jeddah P.O. Box 80200, Saudi Arabia.
Sensors (Basel). 2023 Apr 4;23(7):3732. doi: 10.3390/s23073732.
The Internet of Things (IoT) is a new future technology that is aimed at connecting billions of physical-world objects to the IT infrastructure via a wireless medium. Many radio access technologies exist, but few address the requirements of IoT applications such as low cost, low energy consumption, and long range. Low-Power wide-area network (LPWAN) technologies, especially SigFox, have a low data rate that makes them suitable for IoT applications, especially since the lower the data rate, the longer the usable distance for the radio link. SigFox technology achieves as a main objective network reliability by striving for the successful delivery of data messages through redundancy. Doing so results in one of the SigFox weaknesses, namely the high collision rate, which questions SigFox scalability. In this work, we aimed at avoiding collisions by changing SigFox's Aloha-based medium access protocol to TDMA and by using only orthogonal channels while removing redundancy. Consequently, every node sends a single copy of the data message on a given orthogonal channel in a specific time slot. To achieve this, we implemented a slot- and channel-allocation protocol (SCAP) on top of SigFox. In other words, our goal was to improve SigFox's scalability by implementing two mechanisms: time slot allocation and channel allocation. Performance analysis was conducted on large networks with sizes ranging from 1000 to 10,000 nodes to evaluate both technologies: the original SigFox and SCAP SigFox. The simulation results showed that SCAP SigFox highly reduced the probability of collision and energy consumption when compared to the original SigFox. Additionally, SCAP SigFox had a greater throughput and packet delivery ratio (PDR).
物联网(IoT)是一种新兴的未来技术,旨在通过无线媒介将数十亿个物理世界的物体连接到 IT 基础设施。存在许多无线电接入技术,但很少有技术能够满足物联网应用的要求,如低成本、低能耗和长距离。低功耗广域网(LPWAN)技术,特别是 SigFox,具有较低的数据速率,使其适合物联网应用,特别是因为数据速率越低,无线电链路的可用距离就越长。SigFox 技术通过通过冗余来努力实现数据消息的成功传递,从而实现网络可靠性作为主要目标。这样做导致 SigFox 的一个弱点,即高碰撞率,这对 SigFox 的可扩展性提出了质疑。在这项工作中,我们旨在通过将 SigFox 的基于 Aloha 的介质访问协议更改为 TDMA 并仅使用正交信道同时消除冗余来避免碰撞。因此,每个节点都会在特定时隙的给定正交信道上发送数据消息的单个副本。为此,我们在 SigFox 之上实现了时隙和信道分配协议(SCAP)。换句话说,我们的目标是通过实现两种机制来提高 SigFox 的可扩展性:时隙分配和信道分配。对大小从 1000 到 10000 个节点的大型网络进行了性能分析,以评估两种技术:原始 SigFox 和 SCAP SigFox。仿真结果表明,与原始 SigFox 相比,SCAP SigFox 大大降低了碰撞概率和能耗。此外,SCAP SigFox 具有更高的吞吐量和分组投递率(PDR)。