Geethalakshmi Lakshmikanth

 GeethalakshmiS. Lakshmikanth

Geethalakshmi S. Lakshmikanth

  • Courses7
  • Reviews21

Biography

Wichita State University - Electrical & Comp. Engineering


Resume

  • 2014

    Lakshmikanth

    G.S.

    Padhi

    R.

    Watkins

    J.M.

    Steck

    J.E.

    “Adaptive Flight Control Using Single Network Adaptive Critic Aided Nonlinear Dynamic Inversion

    ” AIAA Journal of Aerospace Information Systems (JAIS)

    Vol.11: 785-806

    10.2514/1.I010165

    Adaptive Flight Control Using Single Network Adaptive Critic Aided Nonlinear Dynamic Inversion

    Lakshmikanth

    G.S.

    Reed

    S.

    Watkins

    J.

    Steck

    J.E.

    “Single Network Adaptive Critics (SNAC) + Optimal Control Modification (OCM) for Fast Adaptation of MRAC Flight Control

    ” Proceedings of AIAA Infotech@Aerospace (I@A) Conference

    August 2013

    Boston

    MA

    DOI: 10.2514/6.2013-5208

    Single Network Adaptive Critics (SNAC) + Optimal Control Modification (OCM) for Fast Adaptation of MRAC Flight Control

    Steck

    J.E.

    Lakshmikanth

    G.S.

    Watkins

    J.M.

    “Adaptive Critic Optimization of Dynamic Inverse Control

    ” Proceedings of AIAA Infotech Conference

    Garden Grove

    CA

    June 2012

    Adaptive Critic Optimization of Dynamic Inverse Control

    Nobleheart

    W.

    Lakshmikanth

    G.S.

    Chakravarthy

    A.

    Steck

    J.E.

    “Single Network Adaptive Critic (SNAC) Architecture for Optimal Tracking Control of a Morphing Aircraft during a Pull-up Maneuver

    ” Proceedings of AIAA Guidance

    Navigation and Control (GNC) Conference

    August 2013

    Boston

    MA

    AIAA 2013 – 5003

    DOI: 10.2514/6.2013- 5003

    Single Network Adaptive Critic (SNAC) Architecture for Optimal Tracking Control of a Morphing Aircraft during a Pull-up Maneuver

    Lakshmikanth

    G.S.

    Padhi

    R.

    Watkins

    J.M.

    Steck

    J.E.

    “Single Network Adaptive Critic Aided Nonlinear Dynamic Inversion for Suboptimal Command Tracking

    ” Proceedings of the IEEE Multi Systems Conference

    Denver CO

    Sep. 2011

    pp. 1347-1352

    Single Network Adaptive Critic Aided Nonlinear Dynamic Inversion for Suboptimal Command Tracking

    Lakshmikanth

    G.S.

    Padhi

    R.

    Watkins

    J.M.

    Steck

    J.E.

    “SNAC Aided Dynamic Inversion for Optimal Regulation and Command Tracking with Online Adaptation for Enhanced Robustness

    ” Journal of Optimal Control Applications and Methods

    Volume 35

    Issue 4

    pages 479–500

    July/August 2014

    DOI: 10.1002/oca.2083

    SNAC Aided Dynamic Inversion for Optimal Regulation and Command Tracking with Online Adaptation for Enhanced Robustness

    Bellahdid

    L.

    Lakshmikanth

    G.S.

    Chakravarthy

    A.

    Steck

    J.E.

    “Single Network Adaptive Critic (SNAC) Design for a Morphing Aircraft

    ” Proceedings of AIAA Guidance

    Navigation and Control Conference

    Minneapolis

    MN

    August 2012

    AIAA 2012 – 4614

    Single Network Adaptive Critic (SNAC) Design for a Morphing Aircraft

    Geethalakshmi

    S.Lakshmikanth Ph.D.

    Wichita State University

    Emporia State University

    Wichita State University

    Embry-Riddle Aeronautical University - Worldwide

    Wichita State University

    Department of AE

    •\tWorked on interfacing the hybrid controller that was developed as a part of my Ph.D dissertation with an optimal adaptive control scheme named the Optimal Control\nModification (OCM) technique which would further enhance the robustness of the controller. The results of this research were presented at the AIAA Guidance and Navigation Control conference

    - August 2013 at Boston

    MA\n•\tWorked on the development of a nonlinear control design technique that uses the principle of Approximate Dynamic Programming optimization to optimize a dynamic inverse controller. This led to “Adaptive Critic Optimization of Dynamic Inverse\nControl” presented at AIAA Infotech 2012 conference in June 2012.\n•\tWorked with a Ph.D student on applying SNAC to a morphing aircraft

    results were presented at AIAA GNC 2012 and AIAA GNC 2013 conferences.\n•\tWorked on analyzing the stability of the nonlinear system developed above using Lyapunov stability analysis

    whose results will be published in the AIAA journal of Aerospace and Information Systems.

    Post Doctoral Research Fellow

    Wichita State University

    Dept. of Electrical Engineering

    Courses Taught:\n\n\tCS 194 - Digital Circuit Design\n\tCS 211 – C Programming\n\tEE 282 – Electrical Circuit Analysis\n\tEE 492 – Electronic Circuit Analysis\n\tEE 684 – Introductory Control Systems Concepts\n\tEE 792 – Linear Systems and Design\n\nHave consistently received excellent student evaluation (SPTE) scores.

    Adjunct Faculty Member

    Wichita State University

    Daytona Beach

    Florida Area

    Effectively instruct undergraduate and graduate courses

    online

    in the areas of electrical engineering

    systems engineering and mathematics.

    Adjunct Assistant Professor

    Embry-Riddle Aeronautical University - Worldwide

    Instructing 'Programming with C++'

    Wichita State University

    Emporia State University

    School of Business

    Emporia

    Kansas

    Assistant Professor ( Information Systems)

    Dept. of Aerospace Engineering

    •\tWorking on Neuro-Adaptive control design funded by NASA's Integrated Resilient Adaptive Control (IRAC) team.\n•\tHave developed a new technique for neuro-adaptive control based on the Single Network Adaptive Critic to extend its advantages of optimal control to command following applications as well.

    Graduate Research Assistant

    Wichita State University

    As an Adjunct faculty member at WSU

    I have also had the opportunity to work with a graduate student in the Dept. of EECS in the development of Brain Neural Computer Interface that would improve the quality of living in ALS patients. Our poster was selected to be presented at the prestigious

    annual Capitol Graduate Research Symposium (CGRS) event on Feb 11th and 12th 2015.

    Government of Kansas

    Best Paper Award - Artificial Neural Networks in Business Systems - Roles and techniques

    Academy of Business Research

    Government of India's M.H.R.D scholarship

    Government of India

    Research Funding by NASA's IRAC team

    NASA -WSU

    2014 Phenomenal Woman Award Nomination

    Wichita State University

    2013 Dora Wallace Hodgson Outstanding Doctoral Dissertation Award

    Wichita State University - Graduate School

    Best Paper Award - Back Propagation in Stock Market Prediction - A Survey

    Academy of Business Research

  • 2007

    Doctor of Philosophy (Ph.D.)

    Artificial Neural Networks

    Nonlinear Optimal control

    Wichita State University

    GPA 4.0

  • 2002

    Master of Technology (M.Tech.)

    National Institute of Technology Karnataka

    GPA 4.0

  • 1997

    Bachelor of Engineering (B.E.)

    Electrical

    Electronics and Communications Engineering

    Bangalore University

    GPA

    Quality Matters Certified

    QM Quality Matters

    Online Readiness Course

    Emporia State University

    ESU-14275087

  • Teaching

    C

    Approximate Dynamic Programming

    Microsoft Office

    Research

    Nonlinear Dynamics

    Artificial Neural Networks

    C++

    Matlab

    Nonlinear Control

    Microsoft Excel

    Neural network design

    Engineering

    Simulations

    Linux

    Adaptive flight control

    Microsoft Word

    Programming

    Back- Propagation in Stock Market Prediction - A Survey

    Back- Propagation in Stock Market Prediction - A Survey

    Artificial Neural Networks in Business Systems - Roles and Techniques

CS 194

2.8(2)

EE 282

3.8(2)

Popular!

EE 792

4.7(13)