基于滤波器组多载波的车载网络高效动态频谱接入

S. N. Premnath, S. Kasera, B. Farhang-Boroujeny, Neal Patwari
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摘要

正交频分复用(OFDM)被广泛推荐用于动态频谱接入网中不同节点之间的频谱共享,它对时序和频率同步要求严格。我们研究了滤波器组多载波(FBMC)的使用,这是一种鲜为人知的替代方案,用于车辆网络中的动态频谱接入。与OFDM相比,FBMC保证每个子载波信号的带外能量非常低。为了充分理解和评估FBMC在移动、户外环境中的前景,我们首先研究了FBMC物理层的特殊脉冲整形滤波器在以非常高的速率可靠地传输数据包中的使用。接下来,为了了解FBMC的跨层性能,以及了解其在物理层之外的影响,我们使用现实模型构建了一个离散事件模拟器。通过广泛的模拟,我们表明,与OFDM相比,在长距离上,FBMC在数据包传输延迟和每个节点可用的有效数据传输速率方面始终比OFDM实现了一个数量级的性能改进。最后,我们对多跳网络的分析表明,与OFDM相比,FBMC可以实现大约20倍的端到端数据包传输延迟,并且丢包概率相对较低。总之,我们的研究结果可以作为设计未来车辆网络的自组织、动态频谱接入通信标准的指导方针。
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Efficient dynamic spectrum access in vehicular networks using filterbank multicarrier
Orthogonal frequency-division multiplexing (OFDM), widely recommended for sharing the spectrum among different nodes in a dynamic spectrum access network, imposes tight timing and frequency synchronization requirements. We examine the use of filterbank multicarrier (FBMC), a some-what lesser known and understood alternative, for dynamic spectrum access in vehicular networks. FBMC promises very low out-of-band energy of each subcarrier signal when compared to OFDM. In order to fully understand and evaluate the promise of FBMC in mobile, outdoor settings, we first examine the use of special pulse shaping filters of the FBMC PHY layer in reliably transmitting data packets at a very high rate. Next, to gain an understanding of the cross-layer performance of FBMC, as well as to understand its impact beyond the PHY layer, we build a discrete event simulator using realistic models. Using extensive simulations, we show that FBMC consistently achieves an order of magnitude performance improvement over OFDM in terms of packet transmission delays and effective data transmission rate available to each node, over large distances in comparison to OFDM. Finally, our analysis in the case of multi-hop networks shows that FBMC can achieve about 20x smaller end-to-end data packet delivery delays, and relatively low packet drop probabilities in comparison to OFDM. In summary, our results can serve as guidelines for designing ad hoc, dynamic spectrum access communication standards for future vehicular networks.
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