论文标题
自动NB-iot网络中的RACH:能源可用性和绩效评估
RACH in Self-Powered NB-IoT Networks: Energy Availability and Performance Evaluation
论文作者
论文摘要
事物的窄带 - 互联网(NB-iot)是一种新的3GPP无线电访问技术,旨在为具有低功耗的延迟耐受性应用中的大量低通量低成本设备提供更好的覆盖范围。为了提供可靠的连接,可以扩展覆盖范围,在随机访问通道(RACH)过程和数据传输过程中,都将重复传输方案引入NB-iot。为了避免更换物联网设备的电池的困难,能源收集被认为是支持NB-IOT网络中能源可持续性的有前途解决方案。在这项工作中,我们考虑了重复的序言传输和碰撞,分析了RACH的成功概率,当电池能量足以支撑传输时,每个物联网设备都具有数据活动。我们将能量水平的时间动态建模为出生死亡过程,得出每个物联网设备的能量可用性,并检查其对能量存储容量和重复值的依赖性。我们表明,在某些情况下,尽管能量收集随机性随机性,能源的可用性仍保持不变。我们还得出了在派生的能量可用性下{随机选择} IoT设备的RACH成功概率的确切表达式,该{{随机选择的} IoT设备通过模拟在不同的重复值下进行了验证。我们表明,重复方案可以在轻度的流量情况下有效地提高RACH的成功概率,但在繁重的交通情况下,仅通过非常低效率的渠道资源利用来稍微改善该性能。
NarrowBand-Internet of Things (NB-IoT) is a new 3GPP radio access technology designed to provide better coverage for a massive number of low-throughput low-cost devices in delay-tolerant applications with low power consumption. To provide reliable connections with extended coverage, a repetition transmission scheme is introduced to NB-IoT during both Random Access CHannel (RACH) procedure and data transmission procedure. To avoid the difficulty in replacing the battery for IoT devices, the energy harvesting is considered as a promising solution to support energy sustainability in the NB-IoT network. In this work, we analyze RACH success probability in a self-powered NB-IoT network taking into account the repeated preamble transmissions and collisions, where each IoT device with data is active when its battery energy is sufficient to support the transmission. We model the temporal dynamics of the energy level as a birth-death process, derive the energy availability of each IoT device, and examine its dependence on the energy storage capacity and the repetition value. We show that in certain scenarios, the energy availability remains unchanged despite randomness in the energy harvesting. We also derive the exact expression for the RACH success probability of a {randomly chosen} IoT device under the derived energy availability, which is validated under different repetition values via simulations. We show that the repetition scheme can efficiently improve the RACH success probability in a light traffic scenario, but only slightly improves that performance with very inefficient channel resource utilization in a heavy traffic scenario.