In the new industrial revolution known as Industry 4.0, radio frequency identification (RFID) systems are a key component of automatic detection. These systems have two main elements, namely Reader and Tag. In many Internet of Things (IoT) applications, the RFID system is used with lots of readers working together in a dense environment to read tags. The simultaneous operation of readers with a common sensory range increases the likelihood of reader-to-tag collision and reader-to-reader collision and reduces the number of successful reading and as a result, reduces network performance and average waiting time for each reader increased. Collisions happen when readers are in the interference range and start reading tags simultaneously, so it is necessary to use the right solution to control channel access in these systems. So far, various solutions have been proposed to control readers' access to the communication channel. Some of them have not considered the existing standards for this type of system or have not been efficient enough to be used in the IoT. In this study, we propose a method that, by considering the distance between readers and the number of neighbourhoods, and the possibility of information sharing, allows readers to successfully read more tags with fewer collisions in a certain time frame. The results of the performance study in a real-world environment showed that the suggested method outperformed similar methods in terms of network performance and has much better throughput, making it a superior choice for usage in IoT-based RFID systems.
K E Y W O R D Saverage waiting time, Industry 4.0, reader-to-reader collision, reader-to-tag collision, RFID, throughput
| INTRODUCTIONThe main performance of radio frequency identification (RFID) technology is automatic detection, interception, and detection without a physical connection. RFID systems are widely used in current industries to reduce size and cost and raise efficiency and reliability. The new industrial revolution, known as Industry 4.0, is based on developments and revolutions that have taken place despite important technologies, such as the Internet of Things (IoT), big data, cloud computing, and artificial intelligence. In Industry 4.0, RFID systems are widely used alongside wireless sensor networks to classify objects, track goods and supply chains, and also contribute to many other IoT-related applications [1].Real-time location system and RFID are one of the technologies supported in Industry 4.0. A RFID system usually consists of one or more readers, several tags, and a central server [2].Tags are usually tiny electrical labels embedded in or attached to objects or animals for identification. Tags hold the information of the objects to which they are attached and are divided into three types [3,4]: Active Tags, Semi-active Tags, and Passive Tags. Passive tags do not have a power source; they get their energy from the transmitted waves of the readers andThis is an open access article under the terms of the Creative Commons Attribution Lic...