Swapnil Sayan Saha

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Inertial Navigation

Top Venues

UbiComp/ISWC Adjunct

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

ACM Trans. Embed. Comput. Syst.

Publications

Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. ACM Trans. Embed. Comput. Syst. 23 (3) (2024)
Mahesh Chowdhary, Swapnil Sayan Saha
On-Sensor Online Learning and Classification Under 8 KB Memory. FUSION (2023)
Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava
Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges. PLANS (2023)
Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava
Neural-Kalman GNSS/INS Navigation for Precision Agriculture. ICRA (2023)
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava
Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Garcia, Mani Srivastava
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava
Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. UbiComp/ISWC Adjunct (2022)
Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava
Machine Learning for Microcontroller-Class Hardware - A Review. CoRR (2022)
Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. CogMI (2021)
Swapnil Sayan Saha, Shafizur Rahman, Zarin Rezwana Ridita Haque, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad
Position independent activity recognition using shallow neural architecture and empirical modeling. UbiComp/ISWC Adjunct (2019)
Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tarek Bin Zahid, A. K. M. Mahfuzul Islam, Md. Atiqur Rahman Ahad
Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset. IEEE Access 6 (2018)
Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tahera Hossain, Sozo Inoue, Md. Atiqur Rahman Ahad
Supervised and Neural Classifiers for Locomotion Analysis. UbiComp/ISWC Adjunct (2018)