Telemetry and Innovative Sensor Data Analysis Systems
Recently, industry introduced telemetry-on-a-chip transmitters have been constructed to easily interface with various kinds of sensors that are able to convert sampled analog signals to digital code. This code is sent to a receiver via radio transmission where the original analog signal is reconstructed and a scaled output signal is produced.
This process opens the door to new levels of data analysis systems supported by virtue of being able to densely populate databases with an enriched mixture of sensor readings in conjunction with geophysical data. In turn, the extension of data volume samples to new levels of richness has made the biochemical sensor a much more feasible product with a more promising future.
Newly designed and developed remote telemetry systems for biochemical sensors provide an innovative alternative to costly cables or wires in difficult installations. It is anticipated that innovative and improved biochemical sensors would be useful in a variety of situations including, but not limited to: clinical monitoring, forensics and human or animal research.
Specific sensor characteristics would complement their intended use. This applies to characteristics such as: sampling frequency, degree of accuracy, data storage capacity and data transmission frequency.
Depending on their intended purpose and use, biochemical sensors may be augmented with additional information such as other physiological measurements or geospatial determinations.
Telemetry-on-a-chip devices are now more compatible with human comfort, and can easily be worn for weeks or months to allow for extensive biochemical readings. In addition new ways to monitor and record captured results have improved the accuracy and range of biochemical readings and have thus improved forensic studies.
Moreover, where necessary, measurement fidelity has been more robust to subject’s activities including active efforts to reduce tampering or other data integrity issues dealing with security.
The mode of data storage has greatly improved because of the data transmission advantages of telemetry which allows for larger data sets to be transmitted over shorter periods of time.
In addition to biochemical monitoring and data transmission this Telemetry-on-a-chip technology also includes the opportunity to develop appropriate data analysis systems beyond even the currently described uses.
Examples of using Telemetry-on-a-chip technology include: estimating blood biochemical concentrations, reconstructing patterns of biochemical consumption, and monitoring large numbers of devices to identify significant, but infrequent, events while minimizing false positives.
Telemetry-on-a-chip technology is just beginning to blossom.
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Author: Tom Gruich
Technorati Tags: Data Analysis Systems, database, sensors, Telemetry
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