Localization using Magnetometers and Light Sensors

Localization is essential in a variety of applications such as navigation systems, aerospace and surface surveillance, robotics and animal migration studies to mention a few. There are many standar ...

[1]  Neil D. Lawrence,et al.  Kernels for Vector-Valued Functions: a Review , 2011, Found. Trends Mach. Learn..

[2]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[3]  Jean H. Meeus,et al.  Astronomical Algorithms , 1991 .

[4]  F. Gustafsson Optimal Segmentation of Linear Regression Parameters , 1991 .

[5]  D. Lindgren Subspace Selection Techniques for Classification Problems , 2002 .

[6]  Valur Einarsson On Verification of Switched Systems using Abstractions , 1998 .

[7]  Fredrik Gustafsson,et al.  Magnetometer Modeling and Validation for Tracking Metallic Targets , 2014, IEEE Transactions on Signal Processing.

[8]  Juha Röning,et al.  Simultaneous localization and mapping using ambient magnetic field , 2010, 2010 IEEE Conference on Multisensor Fusion and Integration.

[9]  D. A. Dunnett Classical Electrodynamics , 2020, Nature.

[10]  Michael I. Jordan,et al.  Hierarchical Dirichlet Processes , 2006 .

[11]  Niclas Persson,et al.  Event Based Sampling with Application to Spectral Estimation , 2002 .

[12]  Thomas B. Schön,et al.  Modeling magnetic fields using Gaussian processes , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[13]  K. Ståhl On the Frequency Domain Analysis of Nonlinear Systems , 1988 .

[14]  Jonas Jansson Tracking and decision making for automotive collision avoidance , 2002 .

[15]  Pravin Varaiya,et al.  Arterial travel time estimation based on vehicle re-identification using wireless magnetic sensors , 2009 .

[16]  J. Lenz,et al.  Magnetic sensors and their applications , 2006, IEEE Sensors Journal.

[17]  Sinem Coleri,et al.  Traffic Measurement and Vehicle Classification with a Single Magnetic Sensor , 2004 .

[18]  Erik Geijer Lundin,et al.  Uplink Load in CDMA Cellular Systems , 2003 .

[19]  Thomas B. Schön,et al.  MEMS-based inertial navigation based on a magnetic field map , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[20]  M. Birsan Electromagnetic source localization in shallow waters using Bayesian matched-field inversion , 2006 .

[21]  Claes Olsson,et al.  Active Engine Vibration Isolation using Feedback Control , 2002 .

[22]  Fredrik Gustafsson,et al.  Classification of Driving Direction in Traffic Surveillance Using Magnetometers , 2014, IEEE Transactions on Intelligent Transportation Systems.

[23]  Fredrik Tjärnström,et al.  Quality Estimation of Approximate Models , 2000 .

[24]  W. Root An introduction to the theory of the detection of signals in noise , 1970 .

[25]  Magnus Larsson,et al.  On Modeling and Diagnosis of Discrete Event Dynamic Systems , 1997 .

[26]  Stephanie Wray,et al.  Wildlife telemetry - remote monitoring and tracking of animals , 1992 .

[27]  Henrik Ohlsson,et al.  Regression on Manifolds with Implications for System Identification , 2008 .

[28]  Erik Wernholt,et al.  On Multivariable and Nonlinear Identification of Industrial Robots , 2004 .

[29]  K. Chen Observability and Invertability of Nonlinear Systems : A Differential Algebraic Approach , 1991 .

[30]  Juha Röning,et al.  Near-optimal Exploration in Gaussian Process SLAM: Scalable Optimality Factor and Model Quality Rating , 2011, ECMR.

[31]  Denis Pomorski,et al.  GPS/IMU data fusion using multisensor Kalman filtering: introduction of contextual aspects , 2006, Inf. Fusion.

[32]  Daniel Axehill,et al.  Applications of Integer Quadratic Programming in Control and Communication , 2005 .

[33]  Mille Millnert,et al.  Fast Power Control to Counteract Rayleigh Fading in Cellular Radio Systems , 1995 .

[34]  J. Sjöberg Regularization Issues in Neural Network Models of Dynamical Systems , 1993 .

[35]  Daniel Ankelhed,et al.  On low order controller synthesis using rational constraints , 2009 .

[36]  Christian Lundquist,et al.  Automotive Sensor Fusion for Situation Awareness , 2009 .

[37]  Gert Malmberg A Study of Adaptive Control of Missiles , 1986 .

[38]  Philip A. Ekstrom,et al.  An advance in geolocation by light , 2004 .

[39]  Fredrik Gustafsson,et al.  Statistical Sensor Fusion , 2013 .

[40]  Anders Hedenström,et al.  Migration Routes and Strategies in a Highly Aerial Migrant, the Common Swift Apus apus, Revealed by Light-Level Geolocators , 2012, PloS one.

[41]  M. Jirstrand Algebraic Methods for Modeling and Design in Control , 1996 .

[42]  J. Lenz A review of magnetic sensors , 1990, Proc. IEEE.

[43]  Thomas B. Schön,et al.  On computational methods for nonlinear estimation , 2003 .

[44]  Ingela Lind Regressor Selection in System Identification using ANOVA , 2001 .

[45]  Ignas Niemegeers,et al.  A survey of indoor positioning systems for wireless personal networks , 2009, IEEE Communications Surveys & Tutorials.

[46]  Dimitrios D. Vergados,et al.  A survey on power control issues in wireless sensor networks , 2007, IEEE Communications Surveys & Tutorials.

[47]  Martin A. Skoglund Visual Inertial Navigation and Calibration , 2011 .

[48]  H. Fortell Volterra and Algebraic Approaches to the Zero Dynamics , 1994 .

[49]  Mikael Norrlöf,et al.  On Analysis and Implementation of Iterative Learning Control , 1998 .

[50]  Fredrik Gustafsson,et al.  Single target tracking using vector magnetometers , 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[51]  Stephen P. Boyd,et al.  Convex Optimization , 2004, Algorithms and Theory of Computation Handbook.

[52]  Pierre Naz,et al.  Magnetic localization and identification of vehicles , 2003, SPIE Defense + Commercial Sensing.

[53]  I. Newton The Migration Ecology of Birds , 2007 .

[54]  D. Cheng Field and wave electromagnetics , 1983 .

[55]  Simon J. Godsill,et al.  Simultaneous localization and mapping for non-parametric potential field environments , 2012, 2012 Workshop on Sensor Data Fusion: Trends, Solutions, Applications (SDF).

[56]  Janne Harju Johansson,et al.  A Structure Utilizing Inexact Primal-Dual Interior-Point Method for Analysis of Linear Differential Inclusions , 2008 .

[57]  Magnus Andersson Experimental Design and Updating of Finite Element Models , 1997 .

[58]  Jeroen D. Hol,et al.  Pose Estimation and Calibration Algorithms for Vision and Inertial Sensors , 2008 .

[59]  Lawrence A Klein,et al.  SUMMARY OF VEHICLE DETECTION AND SURVEILLANCE TECHNOLOGIES USED IN INTELLIGENT TRANSPORTATION SYSTEMS , 2000 .

[60]  Jonas Gillberg,et al.  Methods for Frequency Domain Estimation of Continuous-Time Models , 2004 .

[61]  Karl Granstrom,et al.  Loop detection and extended target tracking using laser data , 2011 .

[62]  Predrag Pucar Segmentation of Laser Range Radar Images using Hidden Markov Field Models , 1993 .

[63]  Erik Frisk,et al.  Solving the ADAPT Benchmark Problem - A Student Project Study , 2010 .

[64]  T. McKelvey On State-Space Models in System Identification , 1994 .

[65]  J. Sjöberg Some Results On Optimal Control for Nonlinear Descriptor Systems , 2006 .

[66]  P. Nordlund Sequential Monte Carlo Filters and Integrated Navigation , 2002 .

[67]  J. Gunnarsson On Modeling of Discrete Event Dynamic Systems : Using Symbolic Algebraic Methods , 1995 .

[68]  Simon J. Godsill,et al.  Rao-Blackwellized particle smoothers for mixed linear/nonlinear state-space models , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[69]  Weijie Li,et al.  ION , 2021, Proceedings of the 29th ACM International Conference on Multimedia.

[70]  Mats Viberg On the Adaptive Array Problem , 1987 .

[71]  B. Sadler,et al.  Algorithms for tracking with an array of magnetic sensors , 2008, 2008 5th IEEE Sensor Array and Multichannel Signal Processing Workshop.

[72]  Ola Härkegård,et al.  Flight Control Design using Backstepping , 2001 .

[73]  Stephen G. Ritchie,et al.  Vehicle Reidentification using multidetector fusion , 2004, IEEE Transactions on Intelligent Transportation Systems.

[74]  Frida Gunnarsson On Modeling and Control of Network Queue Dynamics , 2003 .

[75]  Krister Edström,et al.  Simulation of Mode Switching Systems Using Switched Bond Graphs , 1996 .

[76]  Anders Skeppstedt Construction of composite models from large data-sets , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[77]  Oliver Montenbruck,et al.  Astronomy on the personal computer , 1991 .

[78]  J. Plantin Algebraic Methods for Verification and Control of Discrete Event Dynamic Systems , 1995 .

[79]  Mille Millnert,et al.  Vehicle size and orientation estimation using geometric fitting , 2001 .

[80]  Niklas Wahlström Target Tracking using Maxwell’s Equations , 2010 .

[81]  M. Enqvist Some Results on Linear Models of Nonlinear Systems , 2003 .

[82]  Jens Eliasson,et al.  iRoad - cooperative road infrastructure systems for driver support , 2009 .

[83]  Brian M. Sadler,et al.  Classification via Information-Theoretic Fusion of Vector-Magnetic and Acoustic Sensor Data , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[84]  James W. Casalegno All-weather vehicle classification using magnetometer arrays , 2002, SPIE Defense + Commercial Sensing.

[85]  I. Klein Planning for a Class of Sequential Control Problems , 1989 .

[86]  F. J. Narcowich,et al.  Generalized Hermite interpolation via matrix-valued conditionally positive definite functions , 1994 .

[87]  Alf Isaksson Identification of Time Varying Systems and Application of System Identification to Signal Processing , 1986 .

[88]  Carl E. Rasmussen,et al.  Gaussian processes for machine learning , 2005, Adaptive computation and machine learning.

[89]  M. Birsan Non-linear Kalman filters for tracking a magnetic dipole , 2004 .

[90]  F. Gustafsson,et al.  Bayesian Surface and Underwater Navigation , 2006, IEEE Transactions on Signal Processing.

[91]  David Törnqvist,et al.  Statistical Fault Detection with Applications to IMU Disturbances , 2006 .

[92]  G. Hendeby,et al.  Fundamental Estimation and Detection Limits in Linear Non-Gaussian Systems , 2005 .

[93]  Vsevolod Afanasyev,et al.  Tracking Long-Distance Songbird Migration by Using Geolocators , 2009, Science.

[94]  Rickard Karlsson,et al.  Simulation Based Methods for Target Tracking , 2002 .

[95]  Fredrik Gustafsson,et al.  A voyage to Africa by Mr Swift , 2012, 2012 15th International Conference on Information Fusion.

[96]  Peter Rosander,et al.  Averaging level control in the presence of frequent inlet flow upsets , 2012 .

[97]  Svante Gunnarsson On the Mean Square Error of Transfer Function Estimates with Applications to Control , 1986 .

[98]  Zhijie Xia,et al.  Modeling and control of flexible manipulators , 1992 .

[99]  A. Stenman Just-in-Time Models with Applications to Dynamical Systems , 1997 .

[100]  T. Andersson Concepts and Algorithms for Non-Linear System Identifiability , 1994 .

[101]  David B. Dunson,et al.  Multiresolution Gaussian Processes , 2012, NIPS.

[102]  Fredrik Gustafsson,et al.  Rapid classification of vehicle heading direction with two-axis magnetometer , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[103]  Xu Zhang,et al.  A PARALLEL ALGORITHM TO EXTRACT INFORMATION ABOUT THE MOTION OF ROAD TRAFFIC USING IMAGE ANALYSIS , 1997 .

[104]  J. Löfberg,et al.  Linear Model Predictive Control Stability and Robustness , 2001 .

[105]  J. Norris Appendix: probability and measure , 1997 .

[106]  B. Wahlberg On Model Simplification in System Identification , 1985 .

[107]  Chi-Sheng Shih,et al.  Collaborative resource allocation in wireless sensor networks , 2004, Proceedings. 16th Euromicro Conference on Real-Time Systems, 2004. ECRTS 2004..

[108]  Johanna Wallén,et al.  On Kinematic Modelling and Iterative Learning Control of Industrial Robots , 2008 .

[109]  R. M. Laws,et al.  Elephant seals : population ecology, behavior, and physiology , 1994 .

[110]  F. Martin,et al.  Robotic mapping assisted by local magnetic field anomalies , 2011, 2011 IEEE Conference on Technologies for Practical Robot Applications.

[111]  Christian Lyzell,et al.  Initialization Methods for System Identification , 2009 .

[112]  Jakob Roll Robust Verification and Identification of Piecewise Affine Systems , 2001 .

[113]  Sören Andersson Sensor Array Processing : Application to Mobile Communication Systems and Dimension Reduction , 1990 .

[114]  Zoran Sjanic Navigation and SAR Auto-focusing in a Sensor Fusion Framework , 2011 .

[115]  Fredrik Lindsten,et al.  Rao-Blackwellised particle methods for inference and identification , 2011 .

[116]  Brian M. Sadler,et al.  Joint processing of vector-magnetic and acoustic-sensor data , 2007, SPIE Defense + Commercial Sensing.

[117]  P. Lindskog Algorithms and Tools for System Identification Using Prior Knowledge , 1994 .

[118]  E. Fuselier Refined error estimates for matrix-valued radial basis functions , 2007 .

[119]  M. Birsan Unscented particle filter for tracking a magnetic dipole target , 2005, Proceedings of OCEANS 2005 MTS/IEEE.

[120]  Steve Moler,et al.  STOP. YOU'RE GOING THE WRONG WAY! , 2002 .

[121]  Patrik Axelsson On Sensor Fusion Applied to Industrial Manipulators , 2011 .

[122]  Sebastian Thrun,et al.  3-Axis magnetic field mapping and fusion for indoor localization , 2012, 2012 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI).

[123]  Garry M. Jacyna,et al.  Vehicle detection and localization using Unattended Ground Magnetometer Sensors , 2010, 2010 13th International Conference on Information Fusion.

[124]  Nuno Crato Tossing a Coin , 2010 .

[125]  Thomas B. Schön,et al.  Modeling and Calibration of Inertial and Vision Sensors , 2010, Int. J. Robotics Res..

[126]  Peter Schallauer,et al.  Multimodal highway monitoring for robust incident detection , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[127]  Thomas B. Schön,et al.  Marginalized particle filters for mixed linear/nonlinear state-space models , 2005, IEEE Transactions on Signal Processing.

[128]  Lorenzo Rosasco,et al.  Vector Field Learning via Spectral Filtering , 2010, ECML/PKDD.

[129]  J. Maxwell VIII. A dynamical theory of the electromagnetic field , 1865, Philosophical Transactions of the Royal Society of London.

[130]  K. Forsman Applications of Constructive Algebra to Control Problems , 1990 .

[131]  Fredrik Gustafsson,et al.  Magnetometers for tracking metallic targets , 2010, 2010 13th International Conference on Information Fusion.

[132]  N. Bergman Bayesian Inference in Terrain Navigation , 1997 .

[133]  Håkan Hjalmarsson On Estimation of Model Quality in System Identification , 1990 .

[134]  Ig-Jae Kim,et al.  Indoor location sensing using geo-magnetism , 2011, MobiSys '11.

[135]  Zahir A Daya,et al.  Maritime Electromagnetism and DRDC Signature Management Research , 2005 .

[136]  Fredrik Gustafsson,et al.  Silent Localization of Underwater Sensors Using Magnetometers , 2010, EURASIP J. Adv. Signal Process..

[137]  G Gîrban,et al.  A glance on WSN lifetime and relevant factors for energy consumption , 2010, 2010 International Joint Conference on Computational Cybernetics and Technical Informatics.

[138]  Per Skoglar,et al.  Planning Methods for Aerial Exploration and Ground Target Tracking , 2009 .

[139]  Thierry Chateau,et al.  Vehicle trajectories evaluation by static video sensors , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[140]  Peter Andersson Adaptive Forgetting through Multiple Models and Adaptive Control of Car Dynamics , 1983 .

[141]  Nicolas Petit,et al.  Using magnetic disturbances to improve IMU-based position estimation , 2007, 2007 European Control Conference (ECC).

[142]  Henrik Tidefelt Structural algorithms and perturbations in differential-algebraic equations , 2007 .

[143]  Daniel Petersson Nonlinear optimization approaches to H2-norm based LPV modelling and control , 2010 .

[144]  Oliver J. Woodman,et al.  An introduction to inertial navigation , 2007 .

[145]  D K Smith,et al.  Numerical Optimization , 2001, J. Oper. Res. Soc..

[146]  Urban Forssell Properties and Usage of Closed-loop Identification Methods , 1997 .

[147]  Jonas Callmer Topics in Localization and Mapping , 2011 .

[148]  Jonas Elbornsson,et al.  Equalization of Distortion in A/D Converters , 2001 .

[149]  Patrick Billingsley,et al.  Probability and Measure. , 1986 .

[150]  Svante Björklund,et al.  A Survey and Comparison of Time-Delay Estimation Methods in Linear Systems , 2003 .

[151]  Anna Hagenblad,et al.  Aspects of the Identification of Wiener Models , 1999 .

[152]  Saowaluck Kaewkamnerd,et al.  Wireless Sensor Network: Application to Vehicular Traffic , 2010 .

[153]  Viktor K. Prasanna,et al.  Energy-Balanced Task Allocation for Collaborative Processing in Wireless Sensor Networks , 2005, Mob. Networks Appl..

[154]  Peter Peter MaMiS : A Programming Environment for Numerical/Symbolic Data Processing , 1988 .

[155]  Jan Palmqvist On Integrity Monitoring of Integrated Navigation Systems , 1997 .

[156]  Rikard Falkeborn Structure Exploitation in Semidefinite Programming for Control , 2010 .

[157]  Sing Yiu Cheung,et al.  Traffic Surveillance by Wireless Sensor Networks: Final Report , 2007 .