# Published

Bernardo, C., R. Paleti, M. Hoklas, and C.R. **Bhat** (2015) “An Empirical Investigation into the Time-Use and Activity Patterns of Dual-Earner Couples With and Without Young Children,” *Transportation Research Part A*, 76, 71-91.

**Bhat**, C.R. (2015) “A New Spatial (Social) Interaction Discrete Choice Model Accommodating for Unobserved Effects due to Endogenous Network Formation,” *Transportation*, 42(5), 879-914.

**Bhat**, C.R. (2015) “A Comprehensive Dwelling Unit Choice Model Accommodating Psychological Constructs Within A Search Strategy for Consideration Set Formation,” *Transportation Research Part B*, 79, 161-188.

**Bhat**, C.R. (2015) “A New Generalized Heterogeneous Data Model (GHDM) to Jointly Model Mixed Types of Dependent Variables,” *Transportation Research Part B*, 79, 50-77.

**Bhat**, C.R., S.K. Dubey, and K. Nagel (2015) “Introducing Non-Normality of Latent Psychological Constructs in Choice Modeling with an Application to Bicyclist Route Choice,” *Transportation Research Part B*, 78, 341-363.

Kamargianni, M., S. Dubey, A. Polydoropoulou, and C. **Bhat** (2015) “Investigating the Subjective and Objective Factors Influencing Teenagers’ School Travel Mode Choice – An Integrated Choice and Latent Variable Model,” *Transportation Research Part A*, 78, 473-488.

Jafari, E., M. Gemar, N. Ruiz Juri, N., and J. **Duthie** (2015) “Investigation of Centroid Connector Placement for Advanced Traffic Assignment Models with Added Network Detail.” Transportation Research Record: Journal of the Transportation Research Board, 2498, 19-26.

Gopalan, A., C. **Caramanis** and S. Shakkottai (2015) “Wireless scheduling with partial channel state information: large deviations and optimality.” *Queueing Systems*, 80(4), 293-340.

**Bhat**, C.R. (2014) *The Composite Marginal Likelihood (CML) Inference Approach*. Foundations and Trends in Econometrics, 7(1), Now Publishers, Boston.

**Bhat**, C.R., and S.K. Dubey (2014) “A New Estimation Approach to Integrate Latent Psychological Constructs in Choice Modeling.” *Transportation Research Part B*, Vol. 67, pp. 68-85.

**Bhat**, C.R., M. Castro, and A.R. Pinjari (2015) “Allowing for Complementarity and Rich Substitution Patterns in Multiple Discrete-Continuous Models.” *Transportation Research Part B.*

Shin, J., C.R. **Bhat**, D. You, V.M. Garikapati, and R.M. Pendyala (2015) “Consumer Preferences and Willingness to Pay for Advanced Vehicle Technology Options and Fuel Types.” *Transportation Research Part C*.

**Bhat**, C.R., S.K. Dubey, M. Jobair Bin Alam, and W.H. Khushefati (2015) “A New Spatial Multiple Discrete-Continuous Modeling Approach to Land Use Change Analysis.” *Journal of Regional Science*.

Wafa, Z., C.R. **Bhat**, R.M. Pendyala, and V.M. Garikapati (2015) “A Latent-Segmentation Based Approach to Investigating the Spatial Transferability of Activity-Travel Models.” *Transportation Research Record*.

Khani, A., and S.D. **Boyles **(2015) “An Exact Algorithm for the Mean–Standard Deviation Shortest Path Problem.” *Transportation Research Part B*.

**Boyles**, S.D., S. Tang, and A. Unnikrishnan (2015) “Parking Search Equilibrium on a Network.” *Transportation Research Part B.*

Levin, M., and S.D. **Boyles **(2015) “Effects of Autonomous Vehicle Ownership on Trip, Mode, and Route Choice.” *Transportation Research Record*.

Levin, M., and S.D. **Boyles** (2015) “Intersection Auctions and Reservation-based Control in Dynamic Traffic Assignment.” *Transportation Research Record*.

Jafari, E. and S. D. **Boyles **(2016) “Improved Bush-Based Methods for Network Contraction.” *Transportation Research Part B*, 83, 298-313.

Levin, M.W., and S.D. **Boyles** (2016) “A Multiclass Cell Transmission Model for Shared Human and Autonomous Vehicle Roads.” *Transportation Research Part C*, 62, 103-116.

Perrine, Kenneth, Alireza Khani, and Natalia Ruiz-Juri (2015) “Map-Matching Algorithm for Applications in Multimodal Transportation Network Modeling.” *Transportation Research Record: Journal of the Transportation Research Board* 2537, 62-70.

Krishnasamy, S., and S. **Shakkottai** (2015) “Spectrum Sharing and Scheduling in D2D-Enabled Dense Cellular Networks.” *Proceedings of 13 ^{th} International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt*), Mumbai, India, May (invited paper).

Chen, Y., H. Xu, C. **Caramanis** and S. Sanghavi (2015) “Matrix Completion with Column Manipulation: Near Optimal Sample-Robustness-Rank Tradeoffs.” *IEEE Transactions on Information Theory*, 62(1), 503-526.

Choi, J., J. Mo, and R. W. **Heath** Jr. (2016) “Near Maximum-Likelihood Detector and Channel Estimator for Uplink Multiuser Massive MIMO Systems with One-Bit ADCs.” IEEE Transactions on Communications.

Krishnasamy, Subhashini and Sanjay **Shakkottai** (2015) “Spectrum sharing and scheduling in D2D-enabled dense cellular networks.” 13th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt).

Ghaderi, J., **Shakkottai**, S., and Srikant, R. (2015) Scheduling Storms and Streams in the Cloud. SIGMETRICS ’15 Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems.

**Bhat**, C.R., S. Astroza, and A.C. Bhat (2016). “On Allowing a General Form for Unobserved Heterogeneity in the Multiple Discrete-Continuous Probit Model: Formulation and Application to Tourism Travel.” *Transportation Research Part B*, 86, 223-249.

**Bhat**, C.R., S. Astroza, A.C. Bhat, and K. Nagel (2016). “Incorporating a Multiple Discrete-Continuous Outcome in the Generalized Heterogeneous Data Model: Application to Residential Self-Selection Effects Analysis in an Activity Time-use Behavior Model.” *Transportation Research Part B*, 91, 52-76.

Levin, M. W., and S. D. **Boyles** (2016). Improving Bus Routing for KIPP Charter Schools. *Interfaces *46, 196-199.

Levin, M. W., and S. D. **Boyles** (2016). A Cell Transmission Model for Dynamic Lane Reversal with Autonomous Vehicles. *Transportation Research Part C *68, 126-143.

**Boyles**, S. D., and T. Rambha (2016). A Note on Detecting Unbounded Instances of the Online Shortest Path Problem. *Networks *31, 86-99.

Levin, M. W., R. Patel, and S. D. **Boyles**. (2016) Paradoxes of Reservation-based Intersection Controls in Traffic Networks. *Transportation Research Part A *90, 14-25.

Pi, Z., J. Choi, and R. W. **Heath** Jr. (2016). “Millimeter-wave Gbps Broadband Evolution towards 5G: Fixed Access and Backhaul.” *IEEE Communications Magazine*, 54(4), 138-144, Apr. 2016.

Choi, J., J. Mo, and R. W. **Heath** Jr. (2016). “Near Maximum-Likelihood Detector and Channel Estimator for Uplink Multiuser Massive MIMO Systems with One-Bit ADCs.” *IEEE Transactions on **Communications*, 64(5), 2005-2018.

**Heath**, Jr., R.W., N. González Prelcic, S. Rangan, W. Roh, and A. Sayeed (2016). “An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems.” *IEEE Journal of Selected Topics in Signal Processing*, 10(3), 436-453.

Va, V., T. Shimizu, G. Bansal, and R.W. **Heath**, Jr. (2016). “Beam Design for Beam Switching Based Millimeter Wave Vehicle-to-Infrastructure Communications.” *Proceedings of the 2016 IEEE International Conference on Communications (ICC)*, Kuala Lumpur, Malaysia, May.

Banerjee, S., S. Sanghavi and S. **Shakkottai** (2016). “Online Collaborative-Filtering on Graphs.” *Operations Research (INFORMS), Special Issue on Information and Decisions in Social and **Economic Networks, *64(3), 756-769.

Ray, S. Sanghavi and S. **Shakkottai** (2016). “Searching for a Single Community in a Graph.” *Proceedings of ACM Sigmetrics *(poster paper), Antibes Juan-Les-Pins, France, June 2016.

Krishnasamy, S., R. Sen. S. Oh and S. **Shakkottai** (2016). “Detecting Sponsored Recommendations.” *ACM Transactions on Modeling and Performance Evaluation of Computing Systems (ACM ToMPECS), *2016*.*

Ghaderi, J., S. **Shakkottai** and R. Srikant (2016). “Scheduling Storms and Streams in the Cloud.” *ACM **Transactions on Modeling and Performance Evaluation of Computing Systems (ACM ToMPECS), *1(4), September 2016.

Narula, L., and T. E. **Humphreys** (2016). “Requirements for Secure Wireless Time Transfer.” *Proceedings of the IEEE/ION Position, Location and Navigation Symposium (PLANS) 2016 Meeting*, Savannah, GA, April, pp. 874-886.

Murrian, M., C. Gonzalez, T.E. **Humphreys**, and T.D. Novlan (2016). “A dense reference network for mass-market centimeter-accurate positioning.” *Proceedings of the IEEE/ION Position, Location and Navigation Symposium (PLANS) 2016 Meeting*, Savannah, GA, April, pp. 243-254.

**Humphreys**, T.E., M. Murrian, K. M. Pesyna, Jr., F. van Diggelen, and S. Podshivalov (2016). “On the feasibility of centimeter-accurate positioning via a smartphones antenna and GNSS chip.” *Proceedings of the IEEE/ION Position, Location and Navigation Symposium (PLANS) 2016 Meeting*, Savannah, GA, April, pp. 232 – 242.

Psiaki, M.L., and T.E. **Humphreys** (2016). “GNSS Spoofing and Detection.” *Proceedings of the IEEE*, 104(6), 1258-1270, June.

Psiaki, M.L., T.E. **Humphreys** and B. Stauffer (2016). “Attackers can spoof navigation signals without our knowledge. Here’s how to fight back GPS lies,” *IEEE Spectrum*, 53(8), 26-53, August.

Murrian, M.J., C.W. Gonzalez, T.E. **Humphreys**, K.M. Pesyna, Jr, D.P. Shepard, and A.J. Kerns, (2016). “Low-Cost Precise Positioning for Automated Vehicles.” *GPS World*, 27(9), 32-39, September.

Moharir, S. S. Krishnasamy and S. **Shakkottai**, “Scheduling in Densified Networks: Algorithms and Performance.” IEEE/ACM Transaction on Networking, 25(1), pp 164-178, 2017.

Bhatti, J. and T. **Humphreys**. “Hostile control of ships via false GPS signals: Demonstration and detection,” *Navigation, Journal of the Institute of Navigation*, 64(1), 51-66, 2017.

Levin, M.W., H. Fritz, and S.D. **Boyles**. On Optimizing Reservation-Based Intersection Controls. *IEEE Transactions on Intelligent Transportation Systems*, 18(3), 505-515, March 2017.

**Bhat**, C.R., S. Astroza, and A.S. Hamdi, “A Spatial Generalized Ordered-Response Model with Skew Normal Kernel Error Terms with an Application to Bicycling Frequency,” *Transportation Research Part B*, 95, 126-148, 2017.

Motro, M., A. Chu, J. Choi, P.S. Lavieri, A.R. Pinjari, C.R. **Bhat**, J. Ghosh and R.W. **Heath** Jr., “Vehicular Ad-Hoc Network Simulations of Overtaking Maneuvers on Two-Lane Rural Highways,” *Transportation Research Part C*, 72, 60-76, 2016.

Kumar, V., C.R. **Bhat**, R.M. Pendyala, D. You, E. Ben-Elia, and D. Ettema, “Impacts of Incentive-Based Intervention on Peak Period Traffic: Experience from the Netherlands,” *Transportation Research Record: Journal of the Transportation Research Board*, 2543, 166-175, 2016.

Lavieri, P.S., C.R. **Bhat**, R.M. Pendyala, and V.M. Garikapati, “Introducing Latent Psychological Constructs in Injury Severity Modeling: Multivehicle and Multioccupant Approach,” *Transportation Research Record: Journal of the Transportation Research Board*, 2601, 110-118, 2016.

**Bhat**, C.R., A.R. Pinjari, S.K. Dubey, and A.S. Hamdi, “On Accommodating Spatial Interactions in a Generalized Heterogeneous Data Model (GHDM) of Mixed Types of Dependent Variables,” *Transportation Research Part B*, 94, 240-263, 2016.

Choi, J., V. Va, N. Gonzalez-Prelcic, R. Daniels, C.R. **Bhat**, and R.W. **Heath** Jr., “Millimeter-Wave Vehicular Communication to Support Massive Automotive Sensing,” *IEEE Communications Magazine*, 54(12), 160-167, December 2016.

Rambha, T., and S.D. **Boyles**, “Dynamic Pricing in Discrete Time Stochastic Day-to-Day Route Choice Models.” *Transportation Research **Part B*, 92A, 104-118, 2016.

Patel, R., Levin, M.W., and S.D. **Boyles**. Effects of autonomous vehicle behavior on arterial and freeway networks. *Transportation Research Record*, 2561, 9-17, 2016.

Duell, M., M.W. Levin, S.D. **Boyles**, and S.T. Waller. Impact of autonomous vehicles on traffic management: case of dynamic lane reversal. *Transportation Research Record*, 2561, 87-94, 2016.

Gupta, A., W. Xu, N. **Ruiz-Juri** and K. Perrine, “A workload aware model of computational resource selection for big data applications,” Proceedings of *2016 IEEE International Conference on Big Data (Big Data)*, Washington DC, pp. 2243-2250, 2016

Xu, W., N. **Ruiz-Juri**, A. Gupta, A. Deering, C. **Bhat**, J. **Kuhr**, and J. Archer, “Supporting large scale connected vehicle data analysis using HIVE,” Proceedings of *2016 IEEE International Conference on Big Data (Big Data)*, Washington DC, pp. 2296-2304, 2016.

Wang, Y., K. Venugopal, A. F. Molisch and R. W. **Heath** Jr. “Analysis of Urban Millimeter Wave Microcellular Networks.” * Proceedings** of the IEEE 84 ^{th} Vehicular Technology Conference (VTC-Fall)*, Montreal, Canada, Sept 18-21, 2016.

Eltayeb, M.E., J. Choi, T.Y. Al-Naffouri and R.W. **Heath** Jr., “On the Security of Millimeter Wave Vehicular Communication Systems Using Random Antenna Subsets,”* Proceedings** of the IEEE 84 ^{th} Vehicular Technology Conference (VTC-Fall)*, Montreal, Canada, Sept 18-21, 2016.

Va, V. and R. W. **Heath** Jr. (2016). “Performance Analysis of Beam Sweeping in Millimeter Wave Assuming Noise and Imperfect Antenna Patterns,” *Proceedings** of the IEEE 84 ^{th} Vehicular Technology Conference (VTC-Fall)*, Montreal, Canada, Sept 18-21, 2016.

Va, V., H. Vikalo, and R. W. **Heath** Jr., “Beam tracking for mobile millimeter wave communications systems,” *Proceedings of the IEEE* Global Conference on Signal and Information Processing (*GlobalSIP)*, Washington DC, December, pp. 743-747, 2016.

Ali, A., N. González Prelcic, and R.W. **Heath**, Jr., “Estimating Millimeter Wave Channels using Out-of-Band Measurements,” *Proceedings of the 2016 Information Theory and Applications Workshop (ITA)*, La Jolla, CA, 2016.

González Prelcic, N., R. Méndez-Rial, and R.W. **Heath**, Jr., “Radar Aided Beam Alignment in MmWave V2I Communications Supporting Antenna Diversity, ” *Proceedings of the 2016 Information Theory and Applications Workshop (ITA)*, La Jolla, CA, 2016.

Krishnasamy, S., R. Sen, R. Johari and S. **Shakkottai**, “Regret of Queueing Bandits.” Advances in Neural Information Processing Systems 29, *Proceedings of the 30 ^{th} Annual Conference on Neural Information Processing Systems (NIPS)*, Barcelona, Spain, December 2016.

Yeh, E.R., J. Choi, N.G. Prelcic, C.R. **Bhat**, and R.W. **Heath** Jr., “Security in Automotive Radar and Vehicular Networks,” *Microwave Journal*, May 2017.

# Forthcoming

Astroza, S., A.R. Pinjari, C.R. Bhat, and S.R. Jara-Diaz, “A Microeconomic Theory-based Latent Class Multiple Discrete-Continuous Choice Model of Time Use and Goods Consumption,” *Transportation Research Record: Journal of the Transportation Research Board*, forthcoming

Astroza, S., V.M. Garikapati, C.R. Bhat, R.M. Pendyala, P.S. Lavieri, and F. Dias, “Analysis of the Impact of Technology Use on Multi-Modality and Activity-Travel Characteristics,” *Transportation Research Record: Journal of the Transportation Research Board*, forthcoming

Dias, F.F., P.S. Lavieri, V.M. Garikapati, S. Astroza, R.M. Pendyala, and C.R. Bhat, “A Behavioral Choice Model of the Use of Car-Sharing and Ride-Sourcing Services,” *Transportation*, *TRB 2017 Special Issue*, forthcoming

Lavieri, P., V.M. Garikapati, C.R. Bhat, R.M. Pendyala, S. Astroza, and F. Dias, “Modeling Individual Preferences for Ownership and Sharing of Autonomous Vehicle Technologies,” *Transportation Research Record: Journal of the Transportation Research Board*, forthcoming

Levin, M. W., T. Li, S. D. Boyles, and K. M. Kockelman. A general framework for modeling shared autonomous vehicles, with dynamic ride-sharing and dynamic traffic assignment application. *Computers, Environment and Urban Systems*, forthcoming.

Shah, R., P. Bansal, and S. D. Boyles. Robust network pricing and system optimization under combined long-term stochasticity and elasticity of travel demand. *Transportation*, forthcoming.

Jafari, E., and S. D. Boyles. On-line charging and routing of electric vehicles in stochastic time-varying networks. *Transportation Research Record*, forthcoming.

Wang, Y., K. Venugopal, A.F. Molisch and R.W. Heath Jr., “Blockage and coverage analysis with mmWave cross street BSs near urban intersections,” to appear in *IEEE International Conference on Communications* (ICC’17), May, 2017, Paris, France.

Ali, A. and R.W. Heath Jr., “Compressed Beam-selection in Millimeter Wave Systems with Out-of-Band Partial Support Information,” to appear in *Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP)*, New Orleans, March 2017.

Eltayeb, M.E., J. Choi, T.Y. Al-Naffouri, and R. W. Heath Jr., “Enhancing Secrecy with Multi-Antenna Transmission in Millimeter Wave Vehicular Communication Systems,” to appear in *IEEE Transactions on Vehicular Technology*.

Va, V., J. Choi, and R. W. Heath Jr., “The Impact of Beamwidth on Temporal Channel Variation in Vehicular Channels and its Implications,” to appear in *IEEE Transactions on Vehicular Technology*.

Sen, R., K. Shanmugam, A. Dimakis and S. Shakkottai, “Contextual Bandits with Latent Confounders: An NMF Approach,” to appear in the *Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS 2017)*, Ft. Lauderdale, FL, April 2017

Krishnasamy, S., P. T. Akhil, A. Arapostathis, S. Shakkottai and R. Sundaresan, “Augmenting Max-Weight with Explicit Learning for Wireless Scheduling with Switching Costs,” to appear in *Proceedings of IEEE International Conference on Computer Communications*, Atlanta, GA, May 2017.

Pesyna, Jr., T. E. Humphreys; R. W. Heath; T. D. Novlan; J. C. Zhang, “Exploiting Antenna Motion for Faster Initialization of Centimeter-Accurate GNSS Positioning with Low-Cost Antennas,” to appear in *IEEE Transactions on Aerospace and Electronic Systems*.

# Under Review

none currently