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Erschienen in: Annals of Telecommunications 1-2/2020

03.05.2019

Exploiting capture and interference cancellation for uplink random multiple access in 5G millimeter-wave networks

verfasst von: Fulvio Babich, Massimiliano Comisso, Alessandro Cuttin, Fabio Ricciato

Erschienen in: Annals of Telecommunications | Ausgabe 1-2/2020

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Abstract

The forthcoming 5G technology aims to provide massive device connectivity and ultra-high capacity with reduced latency and costs. These features will be enabled by increasing the density of the base stations, using millimeter-wave (mmWave) bands, massive multiple-input multiple-output systems, and non-orthogonal multiple access techniques. The ability to support a large number of terminals in a small area is in fact a great challenge to guarantee massive access. In this context, this paper proposes a new receiver model for the uplink of 5G mmWave cellular networks. The receiver, called Iterative Decoding and Interference Cancellation (IDIC), is based on the Slotted Aloha (SA) protocol and exploits the capture effect alongside the successive IC process to resolve packet collisions. A 5G propagation scenario, modeled according to recent mmWave channel measurements, is used to compare IDIC with the widely adopted Contention Resolution Diversity SA (CRDSA) scheme to show the performance gain of IDIC, when elements of practical relevance, like imperfect cancellation and receive power diversity, are considered. The impact of packet and power diversity is also investigated to derive the preferable uplink random access strategy that maximizes the system throughput according to the offered channel load.

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Literatur
1.
Zurück zum Zitat Andrews JG, Buzzi S, Choi W, Hanly SV, Lozano A, Soong ACK, Zhang JC (2014) What will 5G be? IEEE J Sel Areas Commun 32(6):1065–1082CrossRef Andrews JG, Buzzi S, Choi W, Hanly SV, Lozano A, Soong ACK, Zhang JC (2014) What will 5G be? IEEE J Sel Areas Commun 32(6):1065–1082CrossRef
2.
Zurück zum Zitat Di Renzo M (2015) Stochastic geometry modeling and analysis of multi-tier millimeter wave cellular networks. IEEE Trans Wireless Commun 14(9):5038–5057CrossRef Di Renzo M (2015) Stochastic geometry modeling and analysis of multi-tier millimeter wave cellular networks. IEEE Trans Wireless Commun 14(9):5038–5057CrossRef
3.
Zurück zum Zitat Akdeniz MR, Liu Y, Samimi MK, Sun S, Rangan S, Rappaport TS, Erkip E (2014) Millimeter wave channel modeling and cellular capacity evaluation. IEEE J Sel Areas Commun 32(6):1164–1179CrossRef Akdeniz MR, Liu Y, Samimi MK, Sun S, Rangan S, Rappaport TS, Erkip E (2014) Millimeter wave channel modeling and cellular capacity evaluation. IEEE J Sel Areas Commun 32(6):1164–1179CrossRef
4.
Zurück zum Zitat Samimi MK, Mac Cartney GR Jr, Sun S, TS (2016) Rappaport 28 GHz millimeter-wave ultrawideband small-scale fading models in wireless channels. In: IEEE Vehic. Technol. Conf. Samimi MK, Mac Cartney GR Jr, Sun S, TS (2016) Rappaport 28 GHz millimeter-wave ultrawideband small-scale fading models in wireless channels. In: IEEE Vehic. Technol. Conf.
5.
Zurück zum Zitat Babich F, Comisso M, Cuttin A (2017) Impact of interference spatial distribution on line-of-sight millimeter-wave communications. In: IEEE Europ. Wireless, pp 1–6 Babich F, Comisso M, Cuttin A (2017) Impact of interference spatial distribution on line-of-sight millimeter-wave communications. In: IEEE Europ. Wireless, pp 1–6
6.
Zurück zum Zitat Yaman Y, Spasojevic P (2016) Reducing the LOS ray beamforming setup time for IEEE 802.11ad and IEEE 802.15.3c. In: IEEE Military Commun. Conf. Yaman Y, Spasojevic P (2016) Reducing the LOS ray beamforming setup time for IEEE 802.11ad and IEEE 802.15.3c. In: IEEE Military Commun. Conf.
7.
Zurück zum Zitat Benjebbour A, Saito K, Li A, Kishiyama Y, Nakamura T (2016) Non-orthogonal multiple access (NOMA): concept and design. In: Signal processing for 5G: algorithms and implementations, chapter 7. Wiley, Chichester, pp 143–168CrossRef Benjebbour A, Saito K, Li A, Kishiyama Y, Nakamura T (2016) Non-orthogonal multiple access (NOMA): concept and design. In: Signal processing for 5G: algorithms and implementations, chapter 7. Wiley, Chichester, pp 143–168CrossRef
8.
Zurück zum Zitat Błaszczyszyn B, Mühlethaler P (2015) Interference and SINR coverage in spatial non-slotted Aloha networks. Ann Telecommun 70(7):345–358CrossRef Błaszczyszyn B, Mühlethaler P (2015) Interference and SINR coverage in spatial non-slotted Aloha networks. Ann Telecommun 70(7):345–358CrossRef
9.
Zurück zum Zitat Babich F, Comisso M, Crismani A, Dorni A (2015) On the design of MAC protocols for multi-packet communication in IEEE 802.11 heterogeneous networks using adaptive antenna arrays. IEEE Trans Mobile Comput 14(11):2332–2348CrossRef Babich F, Comisso M, Crismani A, Dorni A (2015) On the design of MAC protocols for multi-packet communication in IEEE 802.11 heterogeneous networks using adaptive antenna arrays. IEEE Trans Mobile Comput 14(11):2332–2348CrossRef
10.
Zurück zum Zitat Espes D, Lagrange X, Suárez L (2015) A cross-layer MAC and routing protocol based on Slotted Aloha for wireless sensor networks. Telecommun Ann 70(3-4):159–169CrossRef Espes D, Lagrange X, Suárez L (2015) A cross-layer MAC and routing protocol based on Slotted Aloha for wireless sensor networks. Telecommun Ann 70(3-4):159–169CrossRef
11.
Zurück zum Zitat Singh H, Singh S (2005) Smart-Aloha for multi-hop wireless networks. Mobile Netw Appl 10(5):651–662CrossRef Singh H, Singh S (2005) Smart-Aloha for multi-hop wireless networks. Mobile Netw Appl 10(5):651–662CrossRef
12.
Zurück zum Zitat Chen Y, Shen Y, Zhu J, Jiang X, Tokuda H (2016) On the throughput capacity study for Aloha mobile ad hoc networks. IEEE Trans Commun 64(4):1646–1659CrossRef Chen Y, Shen Y, Zhu J, Jiang X, Tokuda H (2016) On the throughput capacity study for Aloha mobile ad hoc networks. IEEE Trans Commun 64(4):1646–1659CrossRef
13.
Zurück zum Zitat Toor WT, Seo J, Jin H (2017) Distributed transmission control in multichannel s-Aloha for ad-hoc networks. IEEE Commun Lett 21(9):2093–2096CrossRef Toor WT, Seo J, Jin H (2017) Distributed transmission control in multichannel s-Aloha for ad-hoc networks. IEEE Commun Lett 21(9):2093–2096CrossRef
14.
Zurück zum Zitat Sen S, Santhapuri N, Choudhury RR, Nelakuditi S (2013) Successive interference cancellation: carving out MAC layer opportunities. IEEE Trans Mobile Comput 12(2):346–357CrossRef Sen S, Santhapuri N, Choudhury RR, Nelakuditi S (2013) Successive interference cancellation: carving out MAC layer opportunities. IEEE Trans Mobile Comput 12(2):346–357CrossRef
15.
Zurück zum Zitat Casini E, De Gaudenzi R, del Rio Herrero O (2007) Contention resolution diversity slotted ALOHA (CRDSA): an enhanced random access scheme for satellite access packet networks. IEEE Trans Wireless Commun 6(4):1408–1419CrossRef Casini E, De Gaudenzi R, del Rio Herrero O (2007) Contention resolution diversity slotted ALOHA (CRDSA): an enhanced random access scheme for satellite access packet networks. IEEE Trans Wireless Commun 6(4):1408–1419CrossRef
16.
Zurück zum Zitat DVB Document A155-2 (2017) Digital Video Broadcasting (DVB); Second Generation DVB Interactive Satellite System (DVB-RCS2); Part 2: Lower Layers for Satellite standard DVB Document A155-2 (2017) Digital Video Broadcasting (DVB); Second Generation DVB Interactive Satellite System (DVB-RCS2); Part 2: Lower Layers for Satellite standard
17.
Zurück zum Zitat Liva G (2011) Graph-based analysis and optimization of contention resolution diversity slotted ALOHA. IEEE Trans Commun 59(2):477–487CrossRef Liva G (2011) Graph-based analysis and optimization of contention resolution diversity slotted ALOHA. IEEE Trans Commun 59(2):477–487CrossRef
18.
Zurück zum Zitat Paolini E, Liva G, Chiani M (2015) Coded slotted ALOHA: a graph-based method for uncoordinated multiple access. IEEE Trans Inf Theory 61(12):6815–6832MathSciNetCrossRef Paolini E, Liva G, Chiani M (2015) Coded slotted ALOHA: a graph-based method for uncoordinated multiple access. IEEE Trans Inf Theory 61(12):6815–6832MathSciNetCrossRef
19.
Zurück zum Zitat Tortelier P, Le Ruyet D (2017) Erasure correction-based CSMA/CA. Ann Telecommun 72(11-12):653–660CrossRef Tortelier P, Le Ruyet D (2017) Erasure correction-based CSMA/CA. Ann Telecommun 72(11-12):653–660CrossRef
20.
Zurück zum Zitat Bui H, Zidane K, Lacan J, Boucheret M (2015) A multi-replica decoding technique for contention resolution diversity slotted Aloha. In: IEEE Vehic. technol. conf., pp 1–5 Bui H, Zidane K, Lacan J, Boucheret M (2015) A multi-replica decoding technique for contention resolution diversity slotted Aloha. In: IEEE Vehic. technol. conf., pp 1–5
21.
Zurück zum Zitat Kuhn N, Mehani O, Bui H-C, Lochin E, Lacan J, Radzik J, Boreli R (2015) Improving web experience on DVB-RCS2 links. Ann Telecommun 70(11-12):451–463CrossRef Kuhn N, Mehani O, Bui H-C, Lochin E, Lacan J, Radzik J, Boreli R (2015) Improving web experience on DVB-RCS2 links. Ann Telecommun 70(11-12):451–463CrossRef
22.
Zurück zum Zitat Baiocchi A, Ricciato F (2018) Analysis of pure and slotted Aloha with multi-packet reception and variable packet size. IEEE Commun Lett 22(7):1482–1485CrossRef Baiocchi A, Ricciato F (2018) Analysis of pure and slotted Aloha with multi-packet reception and variable packet size. IEEE Commun Lett 22(7):1482–1485CrossRef
23.
Zurück zum Zitat Chraiti M, Ghrayeb A, Assi C (2018) A NOMA scheme for a two-user MISO downlink channel with unknown CSIT. IEEE Trans Wireless Commun 17(10):6775–6789CrossRef Chraiti M, Ghrayeb A, Assi C (2018) A NOMA scheme for a two-user MISO downlink channel with unknown CSIT. IEEE Trans Wireless Commun 17(10):6775–6789CrossRef
24.
Zurück zum Zitat del Río Herrero O, De Gaudenzi R (2014) Generalized analytical framework for the performance assessment of slotted random access protocols. IEEE Trans Wireless Commun 13(2):809–821CrossRef del Río Herrero O, De Gaudenzi R (2014) Generalized analytical framework for the performance assessment of slotted random access protocols. IEEE Trans Wireless Commun 13(2):809–821CrossRef
25.
Zurück zum Zitat Vangelista L, Zanella A, Zorzi M (2015) Long-range IoT technologies: the dawn of LoRa. In: Atanasovski V, Leon-Garcia A (eds) Future access enablers for ubiquitous and intelligent infrastructures. Springer Int. Publishing Vangelista L, Zanella A, Zorzi M (2015) Long-range IoT technologies: the dawn of LoRa. In: Atanasovski V, Leon-Garcia A (eds) Future access enablers for ubiquitous and intelligent infrastructures. Springer Int. Publishing
26.
Zurück zum Zitat Babich F, Comisso M (2016) Including the angular domain in the analysis of finite multi-packet peer-to-peer networks with uniformly distributed sources. IEEE Trans Commun 64(6):2494–2510CrossRef Babich F, Comisso M (2016) Including the angular domain in the analysis of finite multi-packet peer-to-peer networks with uniformly distributed sources. IEEE Trans Commun 64(6):2494–2510CrossRef
27.
Zurück zum Zitat Inaltekin H, Chiang M, Poor HV, Wicker SB (2009) On unbounded path-loss models: effects of singularity on wireless network performance. IEEE J Sel Areas Commun 27(7):1078–1092CrossRef Inaltekin H, Chiang M, Poor HV, Wicker SB (2009) On unbounded path-loss models: effects of singularity on wireless network performance. IEEE J Sel Areas Commun 27(7):1078–1092CrossRef
28.
Zurück zum Zitat Stuber GL (1996) Principles of mobile communication. Kluwer Academic Publishers, NorwellCrossRef Stuber GL (1996) Principles of mobile communication. Kluwer Academic Publishers, NorwellCrossRef
29.
Zurück zum Zitat Zanella A, Zorzi M (2012) Theoretical analysis of the capture probability in wireless systems with multiple packet reception capabilities. IEEE Trans Commun 60(4):1058–1071CrossRef Zanella A, Zorzi M (2012) Theoretical analysis of the capture probability in wireless systems with multiple packet reception capabilities. IEEE Trans Commun 60(4):1058–1071CrossRef
30.
Zurück zum Zitat Holtzman JM (1992) A simple, accurate method to calculate spread-spectrum multiple-access error probabilities. IEEE Trans Commun 40(3):461–464CrossRef Holtzman JM (1992) A simple, accurate method to calculate spread-spectrum multiple-access error probabilities. IEEE Trans Commun 40(3):461–464CrossRef
31.
Zurück zum Zitat Ricciato F, Castiglione P (2013) Pseudo-random ALOHA for enhanced collision-recovery in RFID. IEEE Commun Lett 17(3):608–611CrossRef Ricciato F, Castiglione P (2013) Pseudo-random ALOHA for enhanced collision-recovery in RFID. IEEE Commun Lett 17(3):608–611CrossRef
32.
Zurück zum Zitat SAGE Millimeter Inc. Model SAO-2734030810-28-S1: Full Ka-Band Omnidirectional Antenna, 360 Degree, 7.5 dBi Gain (2017) SAGE Millimeter Inc. Model SAO-2734030810-28-S1: Full Ka-Band Omnidirectional Antenna, 360 Degree, 7.5 dBi Gain (2017)
33.
Zurück zum Zitat Singh S, Mudumbai R, Madhow U (2011) Interference analysis for highly directional 60-GHz mesh networks: the case for rethinking medium access control. IEEE/ACM Trans Netw 19(5):1513–1527CrossRef Singh S, Mudumbai R, Madhow U (2011) Interference analysis for highly directional 60-GHz mesh networks: the case for rethinking medium access control. IEEE/ACM Trans Netw 19(5):1513–1527CrossRef
Metadaten
Titel
Exploiting capture and interference cancellation for uplink random multiple access in 5G millimeter-wave networks
verfasst von
Fulvio Babich
Massimiliano Comisso
Alessandro Cuttin
Fabio Ricciato
Publikationsdatum
03.05.2019
Verlag
Springer International Publishing
Erschienen in
Annals of Telecommunications / Ausgabe 1-2/2020
Print ISSN: 0003-4347
Elektronische ISSN: 1958-9395
DOI
https://doi.org/10.1007/s12243-019-00714-w

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