@article{tinynavendtoendtinymlforrealtimeautonomo,
  title = {TinyNav: End-to-End TinyML for Real-Time Autonomous Navigation on Microcontrollers},
  author = {Pooria Roy and Nourhan Jadallah. Tomer Lapid and Shahzaib Ahmad and Armita Afroushe and Mete Bayrak},
  year = {2026},
  eprint = {2603.11071},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.11071},
}