Journal Articles

Zhang, W, Derakhshani, M, Zheng, G, Lambotharan, S (2024) Constrained risk-sensitive deep reinforcement learning for eMBB-URLLC joint scheduling, IEEE Transactions on Wireless Communications, ISSN: 1536-1276.

Zheng, X, Dwyer, V, Barrett, L, Derakhshani, M, Hu, S (2023) Rapid vital sign extraction for real-time opto-physiological monitoring at varying physical activity intensity levels, IEEE Journal of Biomedical and Health Informatics, 27(7), pp.3107-3118, ISSN: 2168-2194. DOI: 10.1109/jbhi.2023.3268240.

Liu, X, Derakhshani, M, Mihaylova, L, Lambotharan, S (2022) Risk-Aware Contextual Learning for Edge-Assisted Crowdsourced Live Streaming, IEEE Journal on Selected Areas in Communications, ISSN: 0733-8716. DOI: 10.1109/JSAC.2022.3229423.

Zhang, W, Derakhshani, M, Zheng, G, Chen, CS, Lambotharan, S (2022) Bayesian optimization of queuing-based multi-channel URLLC scheduling, IEEE Transactions on Wireless Communications, 22(3), pp.1763-1778, ISSN: 1536-1276. DOI: 10.1109/TWC.2022.3206421.

Zheng, X, Dwyer, V, Barrett, L, Derakhshani, M, Hu, S (2021) Adaptive notch- filtration to effectively recover photoplethysmographic signals during physical activity, Biomedical Signal Processing and Control, 72(Part A), 103303, ISSN: 1746-8094. DOI: 10.1016/j.bspc.2021.103303.

Mili, MR, Li, S, Mokhtari, F, Derakhshani, M, Ashtiani, F, Le-Ngoc, T (2021) Performance tradeoff of MVNOs in OFDMA-based virtualized wireless networks, IEEE Transactions on Vehicular Technology, 71(1), pp.697-712, ISSN: 0018-9545. DOI: 10.1109/TVT.2021.3124312.

Liu, X, Derakhshani, M, Lambotharan, S (2021) Contextual Learning for Content Caching with Unknown Time-Varying Popularity Profiles via Incremental Clustering, IEEE Transactions on Communications, 69(5), pp.3011-3024, ISSN: 0090-6778. DOI: 10.1109/tcomm.2021.3059305.

Zhang, W, Derakhshani, M, Lambotharan, S (2021) Stochastic Optimization of URLLC-eMBB Joint Scheduling with Queuing Mechanism, IEEE Wireless Communications Letters, 10(4), pp.844-848, ISSN: 2162-2337. DOI: 10.1109/lwc.2020.3046628.

Liu, X, Derakhshani, M, Lambotharan, S, Van der Schaar, M (2021) Risk-Aware Multi-Armed Bandits with Refined Upper Confidence Bounds, IEEE Signal Processing Letters, 28, pp.269-273, ISSN: 1070-9908. DOI: 10.1109/lsp.2020.3047725.

Li, S, Derakhshani, M, Lambotharan, S, Hanzo, L (2020) Outage Probability Analysis for the Multi-Carrier NOMA Downlink Relying on Statistical CSI, IEEE Transactions on Communications, 68(6), pp.3572-3587, ISSN: 0090-6778. DOI: 10.1109/tcomm.2020.2979849.

Mohsenivatani, M, Liu, Y, Derakhshani, M, Parsaeefard, S, Lambotharan, S (2020) Completion-Time-Driven Scheduling for Uplink NOMA-Enabled Wireless Networks, IEEE Communications Letters, 24(8), pp.1775-1779, ISSN: 1089-7798. DOI: 10.1109/lcomm.2020.2987639.

Liu, X, Derakhshani, M, Lambotharan, S (2019) Joint Transcoding Task Assignment and Association Control for Fog-assisted Crowdsourced Live Streaming, IEEE Communications Letters, 23(11), pp.2036-2040, ISSN: 1089-7798. DOI: 10.1109/lcomm.2019.2934095.

Derakhshani, M, Khan, Y, Nguyen, DT, Parsaeefard, S, Shoaei, AD, Le-Ngoc, T (2019) Self-Organizing TDMA: A Distributed Contention-resolution MAC Protocol, IEEE Access, pp.144845-144860, DOI: 10.1109/access.2019.2942114.

Baghani, M, Parsaeefard, S, Derakhshani, M, Saad, W (2019) Dynamic Non-Orthogonal Multiple Access (NOMA) and Orthogonal Multiple Access (OMA) in 5G Wireless Networks, IEEE Transactions on Communications, 67(9), pp.6360-6373, ISSN: 0090-6778. DOI: 10.1109/tcomm.2019.2919547.

Shoaei, AD, Derakhshani, M, Le-Ngoc, T (2019) Reconfigurable and Traffic-Aware MAC Design for Virtualized Wireless Networks via Reinforcement Learning, IEEE Transactions on Communications, 67(8), pp.5490-5505, ISSN: 0090-6778. DOI: 10.1109/tcomm.2019.2913413.

Dalili Shoaei, A, Derakhshani, M, Le-Ngoc, T (2019) A NOMA-Enhanced Reconfigurable Access Scheme with Device Pairing for M2M Networks, IEEE Access, 7, pp.32266-32275, DOI: 10.1109/ACCESS.2019.2903030.

Liu, Y, Derakhshani, M, Parsaeefard, S, Lambotharan, S, Wong, KK (2018) Antenna Allocation and Pricing in Virtualized Massive MIMO Networks via Stackelberg Game, IEEE Transactions on Communications, 66(11), pp.5220-5234, ISSN: 0090-6778. DOI: 10.1109/TCOMM.2018.2846574.

Derakhshani, M, Parsaeefard, S, Le-Ngoc, T, Leon-Garcia, A (2018) Leveraging Synergy of SDWN and Multi-Layer Resource Management for 5G Networks, IET Networks, 7(5), pp.336-345, ISSN: 2047-4954. DOI: 10.1049/iet-net.2017.0004.

Parsaeefard, S, Jumba, V, Shoaei, AD, Derakhshani, M, Le-Ngoc, T (2018) User association in cloud RANs with massive MIMO, IEEE Transactions on Cloud Computing, 9(2), pp.821-833, DOI: 10.1109/TCC.2018.2867224.

Derakhshani, M, Wang, X, Tweed, D, Le-Ngoc, T, Leon-Garcia, A (2018) AP-STA association control for throughput maximization in virtualized WiFi networks, IEEE Access, 6, pp.45034-45050, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2018.2864679.

Dalili Shoaei, A, Derakhshani, M, Le-Ngoc, T (2018) Efficient LTE/WiFi Coexistence in Unlicensed Spectrum using Virtual Network Entity: Optimization and Performance Analysis, IEEE Transactions on Communications, 66(6), pp.2617-2629, ISSN: 0090-6778. DOI: 10.1109/TCOMM.2018.2801789.

Liu, Y, Lambotharan, S, Derakhshani, M, Nallanathan, A, Wong, K-K (2017) Sensitivity and asymptotic analysis of inter-cell interference against pricing for multi-antenna base stations, IEEE Transactions on Wireless Communications, ISSN: 1536-1276. DOI: 10.1109/TCOMM.2017.2782340.

Tweed, D, Derakhshani, M, Parsaeefard, S, Le-Ngoc, T (2017) Outage-Constrained Resource Allocation in Uplink NOMA for Critical Applications, IEEE Access, DOI: 10.1109/ACCESS.2017.2777601.

Liu, Y, Derakhshani, M, Lambotharan, S (2017) Outage analysis and power allocation in uplink non-orthogonal multiple access systems, IEEE Communications Letters, ISSN: 1089-7798. DOI: 10.1109/LCOMM.2017.2769088.

Parsaeefard, S, Dawadi, R, Derakhshani, M, Le-Ngoc, T, Baghani, M (2017) Dynamic resource allocation for virtualized wireless networks in massive-MIMO-aided and Front-haul-Limited C-RAN, IEEE Transactions on Vehicular Technology, 66(10), ISSN: 0018-9545. DOI: 10.1109/TVT.2017.2712669.

Parsaeefard, S, Dawadi, R, Derakhshani, M, Le-Ngoc, T (2016) Joint user-association and resource-allocation in virtualized wireless networks, IEEE Access, 4, pp.2738-2750, ISSN: 2169-3536. DOI: 10.1109/ACCESS.2016.2560218.

Shoaei, AD, Derakhshani, M, Parsaeifard, S, Le-Ngoc, T (2015) MDP-based MAC design with deterministic backoffs in virtualized 802.11WLANs, IEEE Transactions on Vehicular Technology, 65(9), pp.7754-7759, ISSN: 0018-9545. DOI: 10.1109/TVT.2015.2491932.

Jumba, V, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2015) Resource provisioning in wireless virtualized networks via massive-MIMO, IEEE Wireless Communications Letters, 4(3), pp.237-240, ISSN: 2162-2337. DOI: 10.1109/LWC.2015.2402126.

Derakhshani, M and Le-Ngoc, T (2014) Distributed learning-based spectrum allocation with noisy observations in cognitive radio networks, IEEE Transactions on Vehicular Technology, 63(8), pp.3715-3725, ISSN: 0018-9545. DOI: 10.1109/TVT.2014.2309120.

Derakhshani, M and Tho Le-Ngoc, (2012) Learning-Based Opportunistic Spectrum Access with Adaptive Hopping Transmission Strategy, IEEE Transactions on Wireless Communications, 11(11), pp.3957-3967, ISSN: 1536-1276. DOI: 10.1109/twc.2012.091812.111873.

Derakhshani, M and Le-Ngoc, T (2012) Aggregate Interference and Capacity-Outage Analysis in a Cognitive Radio Network, IEEE Transactions on Vehicular Technology, 61(1), pp.196-207, ISSN: 0018-9545. DOI: 10.1109/tvt.2011.2174464.

Derakhshani, M, Le-Ngoc, T, Nasiri-Kenari, M (2011) Efficient Cooperative Cyclostationary Spectrum Sensing in Cognitive Radios at Low SNR Regimes, IEEE Transactions on Wireless Communications, 10(11), pp.3754-3764, ISSN: 1536-1276. DOI: 10.1109/twc.2011.080611.101580.

Conferences

Zheng, X, Derakhshani, M, Barrett, L, Dwyer, V, Hu, S (2022) PPG-GAN: an adversarial network to de-noise PPG signals during physical activity. In 2022 IEEE International Conference on E-Health Networking, Application & Services (HealthCom); 2022 IEEE International Conference on E-Health Networking, Application & Services (HealthCom), pp.63-68, ISBN: 9781665480161. DOI: 10.1109/HealthCom54947.2022.9982757.

Zhang, W, Derakhshani, M, Khosravirad, SR, Lambotharan, S (2022) Bayesian optimization of blocklength for URLLC under channel distribution uncertainty. In 2022 IEEE 95th Vehicular Technology Conference (VTC2022-Spring); 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), Helsinki, Finland,ISBN: 9781665482431. DOI: 10.1109/VTC2022-Spring54318.2022.9860950.

Zhang, W, Derakhshani, M, Lambotharan, S (2021) Non-parametric statistical learning for URLLC transmission rate control. In IEEE International Conference on Communications; ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada (Virtual),ISBN: 9781728171227. DOI: 10.1109/ICC42927.2021.9500926.

Wang, Z, Derakhshani, M, Edwards, RM (2021) Dynamic RFID Anti-collision Algorithm with Multiple Interrogators. In International Conference on Telecommunications (ICT), 2021 28th International Conference on Telecommunications, ICT 2021, London/Virtual,ISBN: 9781665413763. DOI: 10.1109/ICT52184.2021.9511530.

Liu, X, Derakhshani, M, Zhu, Z, Lambotharan, S (2021) Globally informative thompson sampling for structured bandit problems with application to crowdtranscoding. In 3rd International Conference on Artificial Intelligence in Information and Communication (ICAIIC); 3rd International Conference on Artificial Intelligence in Information and Communication (ICAIIC), Korea/Virtual, pp.210-215, ISBN: 9781728176383. DOI: 10.1109/ICAIIC51459.2021.9415255.

Li, S, Derakhshani, M, Shue Chen, C, Lambotharan, S (2019) Outage Probability Analysis for Two-antennas MISO-NOMA Downlink with Statistical CSI. In IEEE Globecom, Hawaii, United States.

Shoaei, AD, Derakhshani, M, Le-Ngoc, T (2019) A Reconfigurable NOMA Scheme for Machine-to-Machine Networks. In ICC 2019 - 2019 IEEE International Conference on Communications (ICC), Shanghai, China. DOI: 10.1109/icc.2019.8761182.

Shakeri, S, Parsaeefard, S, Derakhshani, M (2018) Proactive admission control and dynamic resource management in SDN-based virtualized networks. In Network of the Future (NoF), London, UK,ISBN: 9781538605547. DOI: 10.1109/NOF.2017.8251219.

Li, S, Derakhshani, M, Lambotharan, S (2018) Outage-constrained robust power allocation for downlink MC-NOMA with imperfect SIC. In IEEE International Conference on Communications, Kansas City, MO, USA. DOI: 10.1109/ICC.2018.8422364.

Tweed, D, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2017) Dynamic resource allocation for MC-NOMA VWNs with imperfect SIC. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (IEEE PIMRC), Montreal, QC, Canada,ISBN: 9781538635315. DOI: 10.1109/PIMRC.2017.8292371.

Shoaei, AD, Derakhshani, M, Le-Ngoc, T, Salem, M (2017) Efficient LTE/WiFi coexistence in unlicensed spectrum using virtual network entity. In IEEE Global Communications Conference (IEEE GLOBECOM), Singapore. DOI: 10.1109/GLOCOM.2017.8254978.

Liu, Y, Derakhshani, M, Lambotharan, S (2017) Dual connectivity in backhaul-limited massive-MIMO HetNets: User association and power allocation. In IEEE Global Communications Conference (IEEE GLOBECOM), Singapore,ISBN: 9781509050192. DOI: 10.1109/GLOCOM.2017.8254644.

Parsaeefard, S, Jumba, V, Derakhshani, M, Le-Ngoc, T (2016) Delay-aware and power-efficient resource allocation in virtualized wireless networks. In 2016 IEEE Wireless Communications and Networking Conference (WCNC), 2016 IEEE Wireless Communications and Networking Conference. DOI: 10.1109/wcnc.2016.7564648.

Dawadi, R, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2016) Power-efficient resource allocation in NOMA virtualized wireless networks. In IEEE Global Communications Conference (GLOBECOM), Washington, DC, USA,ISBN: 9781509013289. DOI: 10.1109/GLOCOM.2016.7842162.

Dawadi, R, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2016) Adaptive pilot-duration and resource allocation in virtualized wireless networks with massive MIMO. In IEEE Wireless Communications and Networking Conference (WCNC), Doha, Qatar,ISBN: 9781467398152. DOI: 10.1109/WCNC.2016.7564902.

Shoaei, AD, Derakhshani, M, Parsaeefard, S, Le-Ngoc, T (2016) Efficient and fair hybrid TDMA-CSMA for virtualized green wireless networks. In IEEE Vehicular Technology Conference (VTC), Montreal, QC, Canada,ISBN: 9781509017010. DOI: 10.1109/VTCFall.2016.7880980.

Parsaeefard, S, Jumba, V, Derakhshani, M, Tho Le-Ngoc, (2015) Joint resource provisioning and admission control in wireless virtualized networks. In 2015 IEEE Wireless Communications and Networking Conference (WCNC). DOI: 10.1109/wcnc.2015.7127778.

Jumba, V, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2015) Energy-efficient robust resource provisioning in virtualized wireless networks. In 2015 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2015,, ISBN: 9781467365550. DOI: 10.1109/ICUWB.2015.7324447.

Wang, X, Derakhshani, M, Le-Ngoc, T (2015) Exploiting multi-user diversity in wireless LANs with channel-aware CSMA/CA. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp.1227-1232, ISBN: 9781467367820. DOI: 10.1109/PIMRC.2015.7343486.

Dawadi, R, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2015) Energy-efficient resource allocation in multi-cell virtualized wireless networks. In 2015 IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2015,, ISBN: 9781467365550. DOI: 10.1109/ICUWB.2015.7324446.

Khan, Y, Derakhshani, M, Parsaeefard, S, Le-Ngoc, T (2015) Self-organizing TDMA MAC protocol for effective capacity improvement in IEEE 802.11 WLANs. In IEEE Globecom Workshops (GC Wkshps), San Diego, CA,ISBN: 9781467395267. DOI: 10.1109/GLOCOMW.2015.7414195.

Derakhshani, M, Wang, X, Le-Ngoc, T, Leon-Garcia, A (2015) Airtime usage control in virtualized multi-cell 802.11 networks. In 2015 IEEE Globecom Workshops (GC Wkshps), San Diego, CA, USA,ISBN: 9781467395267. DOI: 10.1109/GLOCOMW.2015.7414201.

Shoaei, AD, Derakhshani, M, Parsaeefard, S, Le-Ngoc, T (2015) Learning-based hybrid TDMA-CSMA MAC protocol for virtualized 802.11 WLANs. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp.1861-1866, ISBN: 9781467367820. DOI: 10.1109/PIMRC.2015.7343602.

Jumba, V, Parsaeefard, S, Derakhshani, M, Le-Ngoc, T (2015) Dynamic resource provisioning with stable queue control for wireless virtualized networks. In IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, pp.1856-1860, ISBN: 9781467367820. DOI: 10.1109/PIMRC.2015.7343601.

Wang, X, Derakhshani, M, Le-Ngoc, T (2014) Self-organizing channel assignment for high density 802.11 WLANs. In 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), 2014 IEEE 25th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC). DOI: 10.1109/pimrc.2014.7136430.

Ho, Q-D, Chao, C-W, Derakhshani, M, Le-Ngoc, T (2014) An analysis on throughput and feasibility of Narrow-band Power Line Communications in Advanced Distribution Automation scenarios. In ICC 2014 - 2014 IEEE International Conference on Communications, 2014 IEEE International Conference on Communications (ICC). DOI: 10.1109/icc.2014.6883985.

Derakhshani, M and Tho Le-Ngoc, (2013) Adaptive access control of CSMA/CA in wireless LANs for throughput improvement. In 2013 IEEE Global Communications Conference (GLOBECOM 2013), 2013 IEEE Global Communications Conference (GLOBECOM). DOI: 10.1109/glocom.2013.6831523.

Derakhshani, M and Le-Ngoc, T (2012) Intelligent CSMA-based opportunistic spectrum access: Competition and cooperation. In GLOBECOM 2012 - 2012 IEEE Global Communications Conference, 2012 IEEE Global Communications Conference (GLOBECOM). DOI: 10.1109/glocom.2012.6503307.

Derakhshani, M and Le-Ngoc, T (2012) Opportunistic Spectrum Access with Hopping Transmission Strategy: A Game Theoretic Approach. In 2012 IEEE Vehicular Technology Conference (VTC Fall). DOI: 10.1109/vtcfall.2012.6399125.

Derakhshani, M and Le-Ngoc, T (2012) Learning-based opportunistic spectrum access with hopping transmission strategy. In 2012 IEEE Wireless Communications and Networking Conference (WCNC). DOI: 10.1109/wcnc.2012.6214407.

Derakhshani, M and Tho Le-Ngoc, (2011) Adaptive Hopping Transmission Strategy for Opportunistic Spectrum Access. In 2011 IEEE Global Communications Conference (GLOBECOM 2011), 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011. DOI: 10.1109/glocom.2011.6134046.

Derakhshani, M and Le-Ngoc, T (2011) Aggregate interference and capacity-outage analysis in a cognitive radio network using cooperative sensing. In 2011 24th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on Electrical and Computer Engineering(CCECE). DOI: 10.1109/ccece.2011.6030592.

Derakhshani, M and Le-Ngoc, T (2010) Beacon Transmitter Placement Effect on Aggregate Interference and Capacity-Outage Performance in a Cognitive Radio Network. In 2010 IEEE Vehicular Technology Conference (VTC 2010-Fall), 2010 IEEE 72nd Vehicular Technology Conference - Fall. DOI: 10.1109/vetecf.2010.5594255.

Derakhshani, M, Nasiri-Kenari, M, Le-Ngoc, T (2010) Cooperative Cyclostationary Spectrum Sensing in Cognitive Radios at Low SNR Regimes. In ICC 2010 - 2010 IEEE International Conference on Communications, 2010 IEEE International Conference on Communications. DOI: 10.1109/icc.2010.5502481.

Derakhshani, M, Le-Ngoc, T, Vu, M (2010) Interference and outage analysis in a cognitive radio network with beacon. In 2010 25th Biennial Symposium on Communications. DOI: 10.1109/bsc.2010.5472933.

Books

Le-Ngoc, T, Dawadi, R, Parsaeefard, S, Derakhshani, M (2018) Virtualized Wireless Networks: User Association and Resource Allocation, Springer International Publishing, ISBN: 9783319573878. DOI: 10.1007/978-3-319-57388-5.

Derakhshani, M and Le-Ngoc, T (2014) Cognitive MAC Designs for OSA Networks, Springer International Publishing, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4.

Chapters

Derakhshani, M, Le-Ngoc, T, Nasiri-Kenari, M (2015) Cyclostationary Spectrum Sensing in Cognitive Radios at Low SNR Regimes. In Advances in Wireless Technologies and Telecommunication, IGI Global, pp.122-152, DOI: 10.4018/978-1-4666-6571-2.ch005.

Derakhshani, M and Le-Ngoc, T (2015) Interference Statistics and Capacity-Outage Analysis in Cognitive Radio Networks. In Advances in Wireless Technologies and Telecommunication, IGI Global, pp.711-744, DOI: 10.4018/978-1-4666-6571-2.ch027.

Derakhshani, M and Le-Ngoc, T (2014) Adaptive Carrier Sensing-Based MAC Designs: Throughput Analysis. In SpringerBriefs in Electrical and Computer Engineering, Springer International Publishing, pp.83-96, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4_5.

Derakhshani, M and Le-Ngoc, T (2014) Adaptive Carrier Sensing-Based MAC Designs: A Game-Theoretic Approach. In SpringerBriefs in Electrical and Computer Engineering, Springer International Publishing, pp.59-81, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4_4.

Derakhshani, M and Le-Ngoc, T (2014) Cognitive MAC Designs: Hopping Transmission Strategy. In SpringerBriefs in Electrical and Computer Engineering, Springer International Publishing, pp.35-58, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4_3.

Derakhshani, M and Le-Ngoc, T (2014) Opportunistic Spectrum Access: An Overview. In SpringerBriefs in Electrical and Computer Engineering, Springer International Publishing, pp.1-13, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4_1.

Derakhshani, M and Le-Ngoc, T (2014) Cognitive MAC Designs: Background. In SpringerBriefs in Electrical and Computer Engineering, Springer International Publishing, pp.15-33, ISBN: 9783319126487. DOI: 10.1007/978-3-319-12649-4_2.