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Publications

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Book chapters

  1. G.W. Peters,  I. Nevat, T. Matsui, ``How to Utilise Sensor Network Data to Efficiently Perform Model Calibration and 
    Spatial Field Reconstruction", Springer Briefs, Modern Methodology and Applications in Spatial-Temporal Modeling, 2015

  2. G. Schmitt, H Aydt,  J. Fonseca, J Acero, J Perhac and I. Nevat, "Intelligent Decarbonisation", Springer, 2022.

Journals

Published:
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  1. S. Sheng and Q. Xiang and I. Nevat and A. Neufeld, "Binary spatial random field reconstruction from non-gaussian inhomogeneous time-series observations" , Journal of the Franklin Institute, 2023.

  2. Q. Xiang, A. Neufeld,G. Peters, I. Nevat and A. Datta, "A bonus-malus framework for cyber risk insurance and optimal cybersecurity provisioning", European Actuarial Journal, 2023.

  3. R. Tayewo, F. Septier and I. Nevat and G. Peters, "Graph Regression Model for Spatial and Temporal Environmental Data—Case of Carbon Dioxide Emissions in the United States." Entropy, 2023.

  4. I. Nevat, and Ayu Sukma Adelia, "Urban Wind Corridors Analysis via Network Theory", Special Issue Recent Topics of Climate Vulnerability: Statistics, Machine Learning, and Data Science, from Theory to Application, 2023.

  5. I. Nevat, and OM Mughal, "Urban Climate Risk Mitigation via Optimal Spatial Resource Allocation", Special Issue Recent Topics of Climate Vulnerability: Statistics, Machine Learning, and Data Science, from Theory to Application, 2022.

  6. I. Nevat, "To Bin or not to Bin?” A formal analysis of partition based regression for Outdoor Thermal Comfort", Building and Environment. 2021.

  7. I. Nevat, "Climate-informed urban design via probabilistic acceptability criterion and Sharpe ratio selection", Environment, Development and Sustainability, 2021.

  8. L.G.R. Santos, I. Nevat, G.Pignatta and L.K. Norford, "Climate-informed decision-making for urban design: Assessing the impact of urban morphology on urban heat island", Urban Climate, 2021.

  9. B. Chakraborty, D.M. Divakaran, I. Nevat, G.W. Peters and M, Gurusamy, "Cost-aware Feature Selection for IoT Device Classification", IEEE Transactions on Internet of Things, 2021.

  10. L. Clavier, G.W. Peters, F. Septier and I, Nevat , "Impulsive noise modeling and robust receiver design", EURASIP Journal on Wireless Communications and Networking, 2021.

  11. A.A.Tesfay, E.P. Simonl,  I, Nevat and Clavier , "Multiuser Detection for Downlink Communication in LoRa- Like Networks", IEEE Access, 2020.

  12. Q. Ziang, I. Nevat, GW. Peters, "Bayesian Spatial Field Reconstruction With Unknown Distortions in Sensor Networks", IEEE Transactions on Signal Processing, 2020

  13. I. Nevat, G.Pignatta, LA. Ruefenacht and JA. Acero , "A decision support tool for climate-informed and socioeconomic urban design", Springer Environment, Development and Sustainability, 2020

  14. JA Fonseca, I. Nevat, GW Peters , "Quantifying the uncertain effects of climate change on building energy consumption across the United States", Springer Applied Energy. 2020

  15. JY Koh, G. Peters, I Nevat, D. Leong,  "Privacy Considerations in Participatory Data Collection via Spatial Stackelberg Incentive Mechanisms." Springer Methodology and Computing in Applied Probability, 2020.

  16. I. Nevat, LA. Ruefenacht,and H. Aydt, "Recommendation system for climate informed urban design under model uncertainty", Elsevier Urban Climate, 2020.

  17. JY. Koh, GW. Peters, I. Nevat and D. Leong, "Probabilistic Routing in Wireless Networks with Privacy Guarantees", Elsevier Journal on Computer Communications, 2020.

  18. I. Nevat, M.O. Mughal, X. Li, CH. Philipp, H. Aydt,  "The Urban Heat Footprint (UHF) - a New Unified Climatic and Statistical Framework for Urban Warming",  Journal on Theoretical and Applied Climatology,  2020.

  19.  YB Chen, I. Nevat , P. Zhang, SG Nagarajan and HY Wei, ``Query-based Sensors Selection for Collaborative Wireless Sensor Networks with Stochastic Energy Harvesting," IEEE Transactions on on Internet of Things, 2018.

  20. P. Zhang , I. Nevat , G.W. Peters, F. Septier, and M.A. Osborne, ``Spatial Field Reconstruction and Sensor Selection in Heterogeneous Sensor Networks With Stochastic Energy Harvesting," IEEE Transactions on Signal Processing, 2018.

  21. S. Yan, R. Malaney, I. Nevat, G.W. Peters, ``Location Verification Systems Based on Received Signal Strength with Unknown Transmit Powers," IEEE Communications Letters 2017.

  22. I. Nevat, D.M. Divakaran, S.G. Nagarajan, P. Zhang, L. Su, L.L. Ko, V.L.L. Thing, ``Anomaly Detection and Attribution in Networks with Temporally Correlated Traffic," IEEE/ACM Transactions on Networking, 2017.

  23. M. Frohle, T. Charalambous, I. Nevat, and H. Wymeersch, ``Channel Prediction with Location Uncertainty for Ad-Hoc Networks,"  IEEE Transactions on Internet of Things, 2017.

  24. I. Nevat, P. Zhang, G. Frenkel, and G.W. Peters, ``Parameter Estimation in Sensor Networks under Probabilistic Censoring", IEEE Transactions on Signal Processing, May 2017.

  25. P. Zhang, S.G. Nagarajan, and I. Nevat, ``Secure Location of Things (SLOT): Mitigating Localization Spoofing Attacks in the Internet of Things," IEEE Transactions on Internet of Things, July 2017.

  26. J.Y. Koh, D. Leong, G.W. Peters, I. Nevat, and W.C. Wong``Optimal Privacy-Preserving Probabilistic Routing for Wireless Networks",  IEEE transaction on Information Forensics and Security, April 2017.

  27. S. G. Nagarajan, P. Zhang and I. Nevat, ``Geo-Spatial Location Estimation for Internet of Things (IoT) Networks with One-Way Time-of-Arrival via Stochastic Censoring," IEEE Transactions on Internet of Things, January 2017

  28. M. Egan, G.W. Peters, I. Nevat, M. shirvan and I. Collings``A Ruin Theoretic Design Approach for Wireless Cellular Network Sharing with Facilities," EET Transactions on Emerging Telecommunications Technologies , January 2017

  29. P. Zhang, I. Nevat,  G.W. Peters, L. Clavier,``Event detection in Sensor Networks with Random Censoring via Mixture Series Expansion," accpeted to IEEE Transactions on Sensors, 2016

  30. JY. Koh, I. Nevat, D. Leong, and WC Wong, ``Geo-spatial Location Spoofing Detection for Internet of Things," IEEE Transactions on Internet of Things, February 2016

  31. S. Yan, I. Nevat, G.W. Peters, R. Malaney,  ``Location Verification Systems for VANETs Under Spatially Correlated Shadowing",  IEEE Transactions on Wireless Communications, June 2016.

  32. I. Nevat, G.W. Peters, K. Avnit, F. Septier and L. Clavier, ``Location of Things: GeoSpatial Tagging for IoT using Time-of-Arrival," IEEE Transactions on Information Processing over Networks, June 2016.

  33. G.W. Peters, I. Nevat, F. Septier, L. Clavier `` Interference Models for Wireless Sensor Systems: the PNSC(α) Framework",  TOMACS ., 2016.

  34. T. Nguyen, F. Septier, H. Rajaona, G.W. Peters, I. Nevat, Y. Delignon , ``A Bayesian Perspective on Multiple Source Localization in Wireless Sensor Networks", IEEE Transactions on Signal Processing, April 2016.

  35. R. Chan, P. Zhang, I. Nevat, S. Nagarajan, A. Valera, HX. Tan, N. Gautam, "Adaptive Duty Cycling in Sensor Networks With Energy Harvesting Using Continuous-Time Markov Chain and Fluid Models", IEEE Journal on Selected Areas in Communications (JSAC), September 2015.

  36. P. Zhang, I. Nevat, G.W. Peters,  G. Xiao, HP. Tan , ``Event Detection in Wireless Sensor Networks in Random Spatial Sensors Deployments", IEEE Transactions on Signal Processing, November 2015.

  37. S. Yan, R. Malaney, I. Nevat, G.W. Peters, ``Location Verification Systems for VANETs in Rician Fading Channels," IEEE Transactions on  Vehicular Technology, March 2015.

  38. I. Nevat, G.W. Peters, F. Septier, T. Matsui, ``Estimation of Spatially Correlated Random Fields in Heterogeneous  Wireless Sensor Networks," IEEE Transactions on Signal Processing, March 2015.

  39. I. Nevat, G.W. Peters, A. Doucet, J. Yuan, ``Joint Channel and Doppler Offset Estimation in Dynamic Cooperative Relay Networks", IEEE Transactions on Wireless Communications, Dec 2014.

  40. ​​I. Nevat, G.W. Peters, I.B. Collings, ``Distributed Detection in Sensor Networks over Fading Channels with Multiple Antennas at the Fusion Centre", IEEE Transactions on Signal Processing, February 2014.

  41. S. Yan, R. Malaney, I. Nevat, G.W. Peters,``Optimal Theoretic Location Verification System for Wireless Networks", IEEE  Transactions on Vehicular Technology, September  2014.​

  42. ​I. Nevat, G.W. Peters, I. Collings, ``Random Field Reconstruction with Quantization in Wireless Sensor Networks", IEEE Transactions on Signal Processing,  December 2013. 

  43. G.W. Peters, I. Nevat, J. Yuan, I. Collings, ``System Identification in Wireless Relay Networks via Gaussian Process", IEEE Transactions on Vehicular Technologies, November 2012. ​

  44. ​G.W. Peters, I. Nevat, S. Sisson, Y. Fan, J. Yuan, ``Bayesian symbol detection in wireless relay networks via likelihood-free inference", IEEE Transactions on Signal Processing,  October 2010. ​

  45. I. Nevat, T. Yang, K. Avnit, J. Yuan, ``MIMO Detection with High-level Modulations using Power Equality Constraints", IEEE Transactions on Vehicular Technologies,  September 2010. 

  46. I. Nevat, G.W. Peters, J. Yuan, ``Detection of Gaussian Constellations in MIMO Systems under Imperfect CSI", IEEE Transactions on Communications, April 2010. ​​

  47. ​I. Nevat and J. Yuan, ``Joint Channel Tracking and Decoding for BICM-OFDM Systems using Consistency Tests and Adaptive Detection Selection," IEEE Transactions on Vehicular Technologies,  October 2009. ​

  48. G.W. Peters, I. Nevat, J. Yuan, ``Channel Estimation in OFDM Systems with Unknown Power Delay Profile using Trans-dimensional MCMC", IEEE Transactions on Signal Processing,  September 2009. 

​​
Conferences
Published:
​

  1. S. Zhong, I. Nevat, JA. Acero, LA. Rufenacht, J. Perhac and E. Koh, "A novel decision support tool for climate-responsive urban design", Journal of Physics: Conference Series, 2019.

  2. M Egan, V. Loscri, I. Nevat, T. Duong and M. Di Renzo "Estimation and Optimization for Molecular Communications with a Coexistence Constraint." Proceedings of the Sixth Annual ACM International Conference on Nanoscale Computing and Communication ( ACM), 2019.

  3. B. Desai, D. Divakaran, I. Nevat, G.W. Peters and M. Gurusamy, "A feature-ranking framework for IoT device classification",  11th International Conference on Communication Systems & Networks (COMSNETS)},, 2019.

  4. I. Nevat, F. Septier, K. Avnit, G.W. Peters and L. Clavier, "Joint Localization and Clock Offset Estimation via Time-Of-Arrival with Ranging Offset", EUSIPCO, 2018.

  5. I. Nevat, P. Zhang and SG Nagarajan, "Change Detection of a Subset of High-Dimensional Time Series Data in Sensor Networks ", EUSIPCO, 2018.

  6. M. Egan, T. Duong, M.D Renzo, J.M Gorce, I. Nevat, V. Loscri, "Cognitive Molecular Communication", 3rd Workshop on Molecular Communications, 2018.

  7. Q. Xiang, J. Zhang, I. Nevat and P. Zhang, "A Trust-based Mixture of Gaussian Processes Model for Robust Participatory Sensing,"  Conference on Autonomous Agents and MultiAgent Systems, 2017.

  8. J.Y. Koh, G.W. Peters, G. Peters, I. Nevat, D. Leong, and W.C. Wong "Privacy-aware incentive mechanism for mobile crowd sensing," IEEE International Conference on Communications (ICC), 2017.

  9. L Jingting, Nevat I, Zhang P. and Peters .W.G., "Multimodal Data Fusion in Sensor Networks via Copula Processes", WCNC, 2017.

  10. Divakaran DM, Fok KW, Nevat I, Thing VL. "Evidence gathering for network security and forensics," Digital Investigation, March 2017

  11. Liang H, Nevat I, Kim HS, Tan HP, Yeow WL, "Not you too? Distilling local contexts of poor cellular network performance through participatory sensing." Network Operations and Management Symposium (NOMS), 2016 IEEE/IFIP. IEEE, 2016.

  12. R. Chan, P. Zhang, W. Zhang, I. Nevat, A. Valera, HX. Tan and N. Gautam, "Adaptive Duty Cycling in Sensor Networks via Continuous Time Markov Chain Modelling",  ICC, London, UK, June 2015.

  13. I. Nevat, G. Peters, F. Septier and T. Matsui, ``Wind Storm Estimation using a Heterogeneous Sensor Network with High and Low Resolution Sensors", ICC, London, UK, June 2015.

  14. M. Egan, G.W. Peters, I. Nevat and I.B. Collings, ``Pass Go and Collect 200: The Profitable Union of Facilities and Small-Cells", ICC, London, UK, June 2015.

  15. X. Yan, L. Clavier, G.W. Peters, N. Azzaoui, F. Septier, and I. Nevat, ``Skew-t copula for dependence modelling of impulsive (alpha-stable) interference", ICC, London, UK, June 2015.

  16. G. Peters, T. Myrvoll, I. Nevat, and F. Septier, "Communications Meets Copula Modeling: Non-Standard Dependence Features in Wireless Fading Channels", GlobalSIP, Georgia, USA, December 2014.

  17. G. Peters, I. Nevat, L. Clavier and F. Septier, "Distributional Upper Bound on the Interference in Spatial Wireless Multiuser Ultrawideband Communication Systems", ICASSP, Florence, Italy, May 2014.

  18. I. Nevat, O. Eger, G. Peters and F. Septier, "NEPS: Narrowband Efficient Positioning System for Energy Efficient GPS", ISSNIP, Singapore, April 2014.

  19. P. Zhang, J.Y. Koh, S. Lin and I. Nevat, "Distributed event detection under Byzantine attack in wireless sensor networks",  ISSNIP, Singapore, April 2014.

  20. G. Peters, I. Nevat, S. Lin and T. Matsui, "Threshold Exceedence Levels Modelling of Spatial Stochastic Processes in Sensor Networks",  ISSNIP, Singapore, April 2014.

  21. S. Yan, R. Malaney, I. Nevat and G. Peters, "Signal Strength Based Wireless Location Verification Under Spatially Correlated Shadowing",   ICC, Sydney, Australia, June 2014.

  22. S. Yan, R. Malaney, I. Nevat and G. Peters, "Timing Information in Wireless Communications and Optimal Location Verification Frameworks", AusCTW, Sydney, Australia, February 2014.

  23. I. Nevat, G.W. Peters and Iain B. Collings, "Localization in Mobile Wireless Sensor Networks via Sequential Global Optimization", PIMRC, London, UK,  September 2013.

  24. I. Nevat, G.W. Peters and Iain B. Collings, "Estimation of Correlated and Quantized Spatial Random Fields in Wireless Sensor Networks",  ICC, Budapest, Hungary, June 2013.

  25. N. Ding, I. Nevat, G.W. Peters and J. Yaun, "Opportunistic Network Coding for Two-way Relay Fading Channels",  ICC, Budapest, Hungary, June 2013.

  26. S. Yan, R. Malaney, I. Nevat, and G.W. Peters, ``An Information Theoretic Location Verification System for Wireless Networks", Globecom, Anaheim, California, USA, December 2012. [link]

  27. W. Gu, G.W. Peters, C. Laurent, F. Septier,  I. Nevat, ``Receiver study for cooperative communications in convolved additive a-stable interference plus Gaussian thermal noise", ISWCS, Paris, France, August 2012. [link]

  28. I. Nevat, G.W. Peters, and J. Yuan, ``Blind Spectrum Sensing in Cognitive Radio over Fading Channels and Frequency Offsets", WCNC, Paris, France, April 2012. [link]

  29. I. Nevat, G.W. Peters, and J. Yuan, ``System Identification in Wireless Relay Networks via Gaussian Process Iterated Conditioning on the Modes Estimation",  WCNC, Paris, France, April 2012. DOI: 10.1109/WCNC.2012.6214392

  30. I. Nevat, G.W. Peters, and I.B. Collings, ``Location-aware Cooperative Spectrum Sensing via Gaussian Processes", AusCTW, Wellington, NZ, January 2012. DOI: 10.1109/AusCTW.2012.6164900

  31. I. Nevat, G.W. Peters and J. Yuan, ``Channel Tracking in Relay Networks via Particle MCMC", Vehicular Technology Conference (VTC’2011), San Francisco, September 2011. DOI: 10.1109/VETECF.2011.6093024​

  32. I. Nevat, Chong Han, G.W. Peters and J. Yuan, ``Cooperative Spectrum Sensing with Partial CSI", Statistical Signal Processing Workshop (SSP2011), Nice, France, June 2011. [link]

  33. I. Nevat and J. Yuan, ``Channel Tracking Using Pruning for MIMO-OFDM Systems Over Gauss-Markov Channels," ICASSP, Hawaii, USA, April 2007.

  34. I. Nevat and J. Yuan, ``Error Propagation Mitigation for Iterative Channel Tracking, Detection and Decoding of BICM-OFDM Systems," International Symposium on Wireless Communication Systems 2007 (ISWCS’07), Trondheim, Norway, October 2007. Best Paper Award.

  35. I. Nevat and J. Yuan, ``Channel Tracking For OFDM Systems Using Measurements Pruning," NEWCOM-ACorn workshop,Vienna, Austria,  September 2006.

  36. I. Nevat, A. Wiesel, J. Yuan, and Y.C. Eldar, ``Maximum a-posteriori Estimation in Linear Models With a Gaussian Model Matrix," Conference on Information Sciences and Systems (CISS), Baltimore, MD, USA, March 2007.

  37. I. Nevat, G.W. Peters, and J. Yuan, ``Maximum A-Posteriori Estimation in Linear Models With a Random Gaussian Model Matrix: a Bayesian-EM Approach," ICASSP, Las Vega, Nevada, USA, April 2008.

  38. I. Nevat, G.W. Peters, and J. Yuan, ``MAP Estimation in Linear Models With a Random Gaussian Model Matrix : Algorithms and Complexity," in Proc. IEEE nternational Symposium on Personal, Indoor and Mobile Radio Communications 2008 (PIMRC’08), Cannes, France, October 2008.

  39. I. Nevat, G.W. Peters, and J. Yuan, ``OFDM CIR Estimation with Unknown Length via Bayesian Model Selection and Averaging," Vehicular Technology Conference (VTC’08), Singapore, May 2008.

  40. I. Nevat, G.W. Peters, and J. Yuan, ``Channel Estimation in OFDM Systems with Unknown Power Delay Profile using Trans-dimensional MCMC via Stochastic Approximation," Vehicular Technology Conference (VTC’09), Barcelona, Spain, April 2009.

  41. I. Nevat, G.W. Peters and J. Yuan, ``Coherent Detection for Cooperative Networks with Arbitrary Relay Functions using ``Likelihood Free'' Inference," NEWCOM-ACorn workshop, Barcelona, Spain, March 2009.

  42. C. Kim, T. Lehmann, S. Nooshabadi and I. Nevat, ``An Ultra-Wideband Transceiver Architecture for Wireless Endoscopes," ISCIT 2007.

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