Title: Thoughts on Sensing Systems and Workshop Overview
1Thoughts on Sensing Systemsand Workshop Overview
2The Sensor Revolution
- 1990s - DARPA/ISAT study on sensor networking
technology - Emphasis on bio agents
- 1000 lb. sensors the size of refrigerators
- Significant human interface
- 2000
- Intel develops/takes over iMotes
- NSF SENSOR program
- NSF Nets NOSS program
- etc
3Stage 1 - Sensor Networking Technology
- Driving Applications
- Protecting urban infrastructure (ultra long
lifetime) - Disaster response (rapid deployment)
- Home environment (?)
- Vision Large numbers of tiny sensors
embedded/distributed at random. - Autonomous
- Self-configuring
- Low-Power
- Highly redundant
4Low-PowerSensor Platform Technologies - SNAP
- Sensor Network Asynchronous Processor
- Event Driven Execution
- Default state of the processor waiting ideal
for sensor platform - No switching activity in this state
- No dynamic power dissipation
- Wake up triggered by event arrival
- Clockless logic
- Spurious signal transitions (wasted power)
eliminated - Hardware only active if it is used for the
computation - Prof. Rajit Manohar, ECE
Processor Bus Year E/op Ops/sec
Atmel 8 200? 1-4 nJ 4 MIPS
StrongARM 32 200? 1.9 nJ 130 MIPS
MiniMIPS 32 1998 2.3 nJ 22 MIPS
Amulet3i 32 2000 1.6 nJ 80 MIPS
80C51 (P) 8 1998 1 nJ 4 MIPS
Lutonium 8 2003 43 pJ 4 MIPS
SNAP 16 2003 24 pJ 28 MIPS
5Self-Configuration Mechanism Design
- Motivations efficiency and scalability
- Efficiency ability of market-based distributed
control mechanisms to move complex networks
toward optimal operating points. - Scalabilitydistributed decision-making inherent
in market settings. - Interaction and decisions are local, obviating
the need for a global perspective (which is both
memory- and computationally-intensive). - Critical Tools Equilibrium concepts,
utility-based decision making, and bargaining. - Wicker (ECE), Tardos and Halpern (CS), Blume and
Easley (Economics)
6Competing for Resources
7Fundamental Results to date
- Networks with selfish nodes have stable operating
points. - Nash equilibria of the one-shot random access
game have been completely characterized. - All optimal solutions are supported by a game
theoretic solution. - Convergence rate of asymptotic packet arrival
distribution has been characterized. - Convergence rate of asymptotic channel throughput
has been characterized.
8Stage 2 - Research in Sensing Systems
Application Driven
Mission-Level Decision Making
semantics
Research Context
Critical Variables
syntax
Sensed Environment
Technology Driven
9Our Resources Network Technology, Theory, and
Science at Cornell
- Cornell Expertise in Technology, Theory, and
Science - Sensor Technologies
- Novel Power Sources
- Ultra Low-Power Sensor Platforms
- Sensor-Specific MAC Technologies
- Advanced Reachback Technologies
- Infrastructure Integration and Protection
- Mechanism Design and Self-Configuration
- Information-Theoretic Networking and Coverage
Models - Advanced Operating Systems
- Software Tools/Reporting Mechanisms
- Security and Information Assurance
- Societal Impact of Ubiquitous Sensing in the
Public Arena - Privacy Issues
- Novel work often lies in horizontal and vertical
integration - research at the seams.
10The Workshop
- 1230 1250 Stephen Wicker Models for
Research in Sensed Systems - 1250 110 Phoebe Sengers - Co-Interpreting
Sensor Networks - 110 130 Lang Tong - Application Specific
Sensor Networks - 130 150 Geri Gay - Tools for Enhancing Social
Navigation in Public Spaces - 150 210 Kirsten Boehner - Opening the Frame
of the Art Museum Technology Between Art and
Tool - 210 230 Tom ORourke - Resilience in Critical
Infrastructure Networks - 230 250 Break (buffer time)
- 250 310 Sergio Servetto - The Wave Field
Synthesis Problem - 310 330 Jim Turner - Overview of sensor types
for different agents - 330 350 Tad Kaburaki - Lipid Bilayer Sensors
(Fabrication)