Secure Routing in Wireless Sensor Networks via POMDPs
Authors: Athirai A. Irissappane, Jie Zhang, Frans A. Oliehoek, Partha S. Dutta
IJCAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We demonstrate in a large-scale simulation that the approach provides a better energy/packet delivery tradeoff than competing methods, and also validate these conclusions in a real-world testbed. |
| Researcher Affiliation | Collaboration | Athirai A. Irissappane1, Jie Zhang1, Frans A. Oliehoek2, Partha S Dutta3 1Nanyang Technological University, Singapore, 3Rio Tinto, Singapore 2University of Liverpool, UK, University of Amsterdam, The Netherlands |
| Pseudocode | No | The paper does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any statement about releasing source code or a link to a code repository. |
| Open Datasets | No | The paper describes parameters for a simulated environment and a real-world testbed setup but does not refer to or provide access information for a publicly available dataset. |
| Dataset Splits | No | The paper describes simulation and testbed environments but does not specify training, validation, or test dataset splits. |
| Hardware Specification | No | The paper mentions 'Arduino Due board' and other components for the sensor nodes in the real testbed, but does not provide details on the specific GPU/CPU models or other computing hardware used to run the simulations or train the models. |
| Software Dependencies | No | The paper mentions 'SWANS Simulator' and 'Symbolic Perseus' but does not specify their version numbers or other software dependencies with version details. |
| Experiment Setup | Yes | For simulation, we consider 100 stationary nodes, uniformly randomly distributed within a 1000m 1000m square, with the sink at its right end. The transmission radius is 100m and M=5. Each node generates packets at the rate λ=1 per time step. The size of each data packet is 512 bytes, HELLO packet is 60 bytes, QUERY, ALARM and ACK packet is 125 bytes. The initial energy of each sensor node is 2J. The radio dissipates 50 n J/bit to run the transmitter/receiver circuitry and 100 p J/bit/m2 for the transmitter amplifier. We consider 20% of the nodes to be compromised. The experiments are run for 100 time steps, transmitting over 10, 000 data packets. |