Publications
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Journal Papers
64. Dahan N. and Klein I., GHNet: Learning GNSS Heading from Velocity Measurements, IEEE Sensors Journal, Vol. 24 (4), pp. 1558-1748 2024, doi: 10.1109/JSEN.2023.3348692
63. Yona M. and Klein I., MissBeamNet: learning missing Doppler velocity log beam measurements, Neural Computing & Applications, 2023.
62. Etzion A. and Klein I., MoRPI: Mobile Robot Pure Inertial Navigation, IEEE Journal of Indoor and Seamless Positioning and Navigation, Vol. 1, pp. 141-150, 2023.
61. Engelsman D. and Klein I., Information-Aided Inertial Navigation: A Review, IEEE Transactions on Instrumentation and Measurement, Vol. 72, pp. 1-8, 2023.
60. Engelsman D. and Klein I., Data-driven denoising of stationary accelerometer signals, Measurement, pp. 113218, 2023.
59. Or B. and Klein I., Learning Vehicle Trajectory Uncertainty, Engineering Applications of Artificial Intelligence, Vol 122, 2023.
58. Hurwitz D., Filin S., and Klein I., Relative Constraints and their Contribution to Image Configurations, a IEEE Sensors, 2023.
57. Miron Y., Goldfracht Y., Ross C. , Castro D. D., and Klein I., Autonomous Dozer Sand Grading Under Localization Uncertainties, IEEE Robotics and Automation Letters, vol. 8, no.1, pp. 65-72, 2023
56. Klein I., Gutnik Y., and Lipman Y., Estimating DVL Velocity in Complete Beam Measurement Outage Scenarios, IEEE Sensors, vol. 22, no. 21, pp. 20730-20737 2022.
55. Vertzberger E. and Klein I., Adaptive Attitude Estimation Using a Hybrid Model-Learning Approach, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-9, 2022.
54. Yao Y., X. Xu, X. Xu, and Klein I. Virtual Beam aided SINS/DVL Tightly Coupled Integration Method with Partial DVL Measurements, accepted to IEEE Vehicular Technology, 2022.
53. Or B. and Klein I., Online Step Size Tuning with Applications to Velocity Aided Inertial Navigation System, IEEE Access, vol. 10, pp. 85818-85830, 2022.
52. Or B. and Klein I., A Hybrid Model and Learning Based Adaptive Navigation Filter, IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-11, 2022.
51. Cohen N. and Klein I., BeamsNet: A data-driven approach enhancing Doppler velocity log measurements for autonomous underwater vehicle navigation, Engineering Applications of Artificial Intelligence, Vol 114, 2022.
50. Engelsman D., Sherif T., Meller S., Twele F., Klein I., Zamansky A., and Volk A. H., Measurement of Canine Ataxic Gait Patterns using Body-Worn Smartphone Sensor Data, Accepted to Frontiers in Veterinary Science, 2022.
49. Shurin A., and Klein I., QuadNet: A hybrid framework for quadrotor dead reckoning , Sensors, Vol. 22(4), pp. 1426, 2022.
48. Manos A., Hazan T., and Klein I., Walking Direction Estimation using Smartphone Sensors: a Deep Network-Based Framework, IEEE Transactions on Instrumentation and Measurement, vol 71, pp. 1-12, 2022.
47. Shurin A., Saraev A., Yona M., Gutnik Y., Faber S., Etzion A., and Klein I., The Autonomous Platforms Inertial Dataset, IEEE Access, vol. 10, pp. 10191-10201, 2022.
46. Boim S., Even-Tzur G. and Klein I., Height difference determination using smartphones based accelerometers, IEEE Sensors, Vol. 22(6), pp. 4908-4915, 2022, doi: 10.1109/JSEN.2021.3062346.
45. Asraf O. , Shama F. and Klein I., PDRNet: A Deep-Learning Pedestrian Dead Reckoning Framework, IEEE Sensors Journal, Vol. 22(6), pp. 4932-4939, 2022, doi: 10.1109/JSEN.2021.3066840.
44. Daniel N. and Klein I., INIM: Inertial Images Construction with Applications to Activity Recognition, Sensors, vol. 21(14), pp. 4787, 2021.
43. Daniel N., Goldberg F. and Klein I., Smartphone Location Recognition with Unknown Modes, Sensors, vol. 21(14), pp. 4807, 2021.
42. Shalev H. and Klein I., BOTNet: Deep Learning-Based Bearings-Only Tracking Using Multiple Passive Sensors, Sensors, vol. 21(13), pp. 4457, 2021.
41. Klein I. and Bar-Shalom Y., INS Fine Alignment with Low-Cost Gyroscopes: Adaptive Filters for Different Measurement Types, IEEE ACCESS , Vol. 9, pp. 79021-79032, 2021, doi: 10.1109/ACCESS.2021.3079381.
39. Or B., Bobrovsky B.-Z. and Klein I., Kalman Filtering with Adaptive Step Size Using a Covariance based Criterion , IEEE Transactions on Instrumentation and Measurement, Vol. 70, pp. 1-10, 2021
38. Vertzberger E. and Klein I., Attitude Adaptive Estimation with Smartphone Classification for Pedestrian Navigation, IEEE Sensors, Vol. 21 (7), pp. 9341-9348, 2021.
37. Zak I., Katz R., and Klein I., MLCA – A Machine Learning Framework for INS coarse Alignment, Sensors, Vol. 20, pp. 6959, 2020.
36. Shurin A. and Klein I., QDR: A Quadrotor Dead Reckoning Framework, in IEEE Access, vol. 8, pp. 204433-204440, 2020, doi: 10.1109/ACCESS.2020.3037468.
35. Klein I. and Asraf O., StepNet—Deep Learning Approaches for Step Length Estimation , IEEE Access, vol. 8, pp. 85706 - 85713 , 2020 .
34. Klein I., Lipman Y. and Vaknin E, Squeezing Position Updates for Enhanced Estimation of Aided INS, IEEE Sensors, , 20(16), 9385-9393, 2020 .
33. Larey A., Aknin E. and Klein I., Multiple Inertial Measurement Units - an Empirical Study, IEEE Access, 8, pp. 75656 - 75665, 2020.
32. Klein I. and Diamant R., Dead Reckoning for Trajectory Estimation of Underwater Drifters under Water Currents, MPDI Journal of Marine Science, and Engineering, 8(3), pp. 205, 2020.
30. Nusbaum U., Rusnak I., and Klein I., Angular Accelerometer Based Inertial Navigation System, NAVIGATION, 66(4), 681-693, 2019.
29. Manos A., Klein I. and Hazan T., Gravity-Based Methods for Heading Computation in Pedestrian Dead Reckoning, Sensors, Vol.19(5), 1170, 2019.
28. Klein I., Solaz Y. and Ohayon G., Pedestrian Dead Reckoning with Smartphone Mode Recognition , IEEE SENSORS JOURNAL, Vol. 18 (18), pp. 7577-7584, 2018.
27. Borko A., Klein I. and Even-Tzur G., GNSS/INS fusion with virtual lever-arm measurements, Sensors, Vol. 18, pp 2228, 2018.
26. Shalumov V. and Klein I., Deep Learning based Estimation of Weaving Target Maneuvers, arXiv , 1806.06913, 2018.
25. Klein I. and Diamant R., Observability Analysis of Heading Aided INS for a Maneuvering AUV, NAVIGATION, Journal of The Institute of Navigation, Vol. 65(1), pp. 73-82, 2018.
24. Tsukerman A and Klein I., Analytic Evaluation of Fine Alignment for Velocity Aided INS, IEEE Transactions on Aerospace and Electronic Systems, Vol. 54(1), pp. 376-384, 2018.
23. Klein I., Lipman Y. and Bar-Shalom, Y., Asynchronous Passive Multisensor Systems Tracking with Unknown Sensor Position, IEEE Transactions on Aerospace and Electronic Systems Vol. 54(1), pp. 369-375,2018.
22. Klein I. and Rusnak I., A Loop Shaping Approach to Mitigate Radome Effects in Homing Missiles, AIAA journal of Guidance, Dynamics and Control, Vol. 40 (7), 1789-1795, 2017.
19. Vaknin E. and Klein I., Coarse leveling of Gyro Free INS, Journal of Gyroscopy and Navigation, Vol. 7(2), pp. 145-151, 2016.
18. Klein I. and Bar-Shalom Y., Tracking with Asynchronous Passive Multisensor Systems, IEEE Transactions on Aerospace and Electronic Systems, Vol. 52(4), pp. 1769-1776, 2016.
17. Klein I., Rusnak I. and Bar-Shalom Y, A Joint Filter for Formation Tracking, IEEE Transactions on Aerospace and Electronic Systems Vol. 51 (4), pp. 3456-3461, October 2015.
16. Klein I. and Diamant R., Observability analysis of DVL/PS aided INS for a maneuvering AUV, Sensors, Vol. 15, pp. 26818-26837, 2015.
15. Klein I., Analytic Error Assessment of Gyro-Free INS, Journal of Applied Geodesy, Vol. 9 No. 1, pp. 49-62, 2015.
14. Klein I. and Geller D., Zero Delta v Solution to the Angles-Only Range Observability Problem During Orbital Proximity Operations, Advances in Estimation, Navigation, and Spacecraft Control. Springer Berlin Heidelberg, pp. 351-369, 2015.
13. Rottman Y., Klein I. and Filin S., Analytical Observability Analysis of INS With Vehicle Constraints, NAVIGATION, Journal of The Institute of Navigation, Vol. 61, pp. 227–236, 2014.
12. Geller D., and Klein I., Angles-Only Navigation State Observability During Orbital Proximity Operations, AIAA Journal of Guidance, Control, and Dynamics, Vol. 37, No. 6 , pp. 1976-1983, 2014.
11. Klein I., Filin S., Toledo T. and Rusnak I., Assessment of Aided-INS Performance, Journal of Royal Institute of Navigation, Vol. 65, pp. 169-185, 2012.
10. Klein I. and Rusnak I., Analytic Solution of ECV Filter with Position and Velocity Measurements, IEEE Transactions on Aerospace and Electronic Systems, Vol. 48 Issue 2, pages 1682-1686, 2012.
9. Klein I., Filin S. and Toledo T., A Modified Loosely-Coupled Approach, Journal of Applied Geodesy, Vol. 5, Issue 2, Pages 87–97, 2011.
8. Klein I., Filin S. and Toledo T., Vehicle Constraints Enhancement for Supporting INS Navigation in Urban Environments, NAVIGATION, Journal of The Institute of Navigation, Vol. 58 (1), pp. 7-15, 2011.
7. Klein I., Filin S. and Toledo T., Pseudo-Measurements and INS as a solution for GPS outages, NAVIGATION, Journal of The Institute of Navigation Vol. 57 (1), pp. 24-34, 2010.
6. Klein I., Filin S. and Toledo T., Pseudo-GPS in INS/GPS loosely coupled integration approach, ATTI Journal of Italian Navigation Institute, 190, pp. 35-44, 2009.
5. Klein I., Toledo T. and Filin S., Vehicle Detection in the Far Field of View of Video Sequences, Transportation Research Record (TRR), Journal of the Transportation Research Board, 2086, pp. 23-30, 2008.
4. Gurfil P. and Klein I., Stabilizing the Explicit Euler Integration of Stiff and Undamped Linear Systems, Journal of Guidance, Control and Dynamics, Vol. 30 (6), pp. 1659-1667, 2007.
3. Klein I., Guelman M. and Lipson S. G., Space Based Intensity Interferometer, Applied Optics, Vol. 46, pp. 4237-4247, 2007.
2. Gurfil P. and Klein I., Nonsingular modeling of the equinoctial precession of planets using the Euler parameters, Planetary and Space Science, Vol. 55 (1-2), 223-236, 2007.
1 . Gurfil P. and Klein I., Mitigating the Integration Error in Numerical Simulations of Newtonian Systems, International Journal for Numerical Methods in Engineering, Vol. 68 (2), 267-297, 2006.
Conference Papers
85. Cohen N. and Klein I., Data-Driven Strategies for Coping with Incomplete DVL Measurements, IEEE Oceans 24, Singapore, April 2024.
84. Yampolsky Z. and Klein I., DVL Calibration using Data-driven Methods, IEEE Oceans 24, Singapore, April 2024.
83. Engelsman D. and Klein I., Underwater MEMS Gyrocompassing: A Virtual Testing Ground, IEEE Oceans 24, Singapore, April 2024.
82. Hurwitz D. and Klein, I., Quadrotor Dead Reckoning with Multiple Inertial Sensors, Inertial Sensors and Systems, Braunschweig, Germany, September, 2023.
81. Truzman S., Revach G., Shlezinger N. and Klein, I., Outlier-Insensitive Kalman Filtering Using NUV Priors., IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
80. Miron Y., Goldfracht Y. , Ross C., Di Castro D., Klein I., AG2U - Autonomous Grading Under Uncertainties, accepted to International Conference on Robotics and Automation (ICRA), 2023.
79. Amitai S., Klein I., and Treibitz T., Self-supervised Monocular Depth Underwater, accepted to International Conference on Robotics and Automation (ICRA), 2023.
78. Gutnik Y., Cohen N., Klein I., and Groper M., Data-Driven Underwater Navigation workshop: AUV Close-Range Localization and Guidance Employing an Electro-Magnetic Beacon, International Symposium on Underwater Technology (UT23), Tokyo, Japan, 2023.
77. Cohen N., Yampolsky Z., and Klein I., Set-Transformer BeamsNet for AUV Velocity Forecasting in Complete DVL Outage Scenarios, International Symposium on Underwater Technology (UT23), Tokyo, Japan, 2023.
76. Weizman A., Groper M., and Klein I., On the Enhancement of an Ocean Glider Navigation System, International Symposium on Underwater Technology (UT23), Tokyo, Japan, 2023.
75. Or. B and Klein I., ProNet: Adaptive Process Noise Estimation for INS/DVL Fusion, International Symposium on Underwater Technology (UT23), Tokyo, Japan, 2023.
74. Engelsman D. and Klein I., A learning-based approach for bias elimination in low-cost gyroscopes, IEEE International Symposium on Robotic and Sensors Environments, Nov., 2022.
73. Or B. and Klein I., A Hybrid Adaptive Velocity Aided Navigation Filter with Application to Autonomous Underwater Vehicles, IEEE Oceans Hampton Roads, 2022.
72. Cohen N. and Klein I., AUV velocity vector estimation in situations of limited DVL beam measurements, IEEE Oceans Hampton Roads, 2022
71. Klein I., Data-Driven Meets Navigation: Concepts, Models, and Experimental Validation, to Inertial Sensors and Systems, Braunschweig, Germany, September 2022.
70. Cohen N. and Klein I, Data-Driven DVL Navigation for AUV, The 2nd International Symposium on Marine Science and Engineering for Young Scientists and Postgraduates, July 2022.
69. Libero K. and Klein I., Autonomous Navigation with Multiple Inertial Navigation Systems, The 2nd International Symposium on Marine Science and Engineering for Young Scientists and Postgraduates, July 2022.