Helping the Navy Address the Rising Tide of Sensor Information: Research Report

Executive Summary

The U.S. Navy is facing a growing challenge in managing and using the vast amount of sensor information available to it. This information comes from a variety of sources, including satellites, aircraft, ships, and submarines. The volume of data is increasing rapidly, and the Navy is struggling to keep up. This is a problem because sensor information is essential for the Navy to carry out its missions. It can be used to track enemy ships and aircraft, identify targets, and guide weapons. Without access to this information, the Navy would be at a significant disadvantage.

Data Flood: Helping the Navy Address the Rising Tide of Sensor Information (Research report / Rand Corporation)

by Reinhard Bendix

5 out of 5

Language	:	English
File size	:	7929 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Word Wise	:	Enabled
Print length	:	84 pages
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The Navy is taking steps to address this challenge. It is investing in new technologies to improve its ability to collect, process, and analyze sensor data. It is also developing new approaches to data management and analysis. These efforts are helping the Navy to make better use of sensor information, but more needs to be done.

This research report provides an overview of the challenges and opportunities facing the Navy in managing and using sensor information. The report explores the current state of sensor technology, the challenges of data fusion and integration, and the need for new approaches to data management and analysis. The report also provides recommendations for how the Navy can address these challenges and leverage the potential of sensor information to improve its operational effectiveness.

The U.S. Navy is the most powerful navy in the world. It has a fleet of over 280 ships, including aircraft carriers, cruisers, destroyers, submarines, and amphibious assault ships. The Navy also has a large number of aircraft, including fighter jets, bombers, and helicopters. These ships and aircraft are equipped with a variety of sensors that can collect vast amounts of data about the surrounding environment. This data can be used to track enemy ships and aircraft, identify targets, and guide weapons. Sensor information is essential for the Navy to carry out its missions.

The volume of sensor information available to the Navy is increasing rapidly. This is due to advances in sensor technology and the increasing number of sensors being deployed. The Navy is now collecting more data than it can process and analyze. This is a problem because the Navy needs to be able to use sensor information to make timely decisions. If the Navy cannot keep up with the volume of data, it will be at a significant disadvantage.

The Navy is taking steps to address the challenge of managing and using sensor information. It is investing in new technologies to improve its ability to collect, process, and analyze data. It is also developing new approaches to data management and analysis. These efforts are helping the Navy to make better use of sensor information, but more needs to be done.

Challenges

The Navy faces a number of challenges in managing and using sensor information. These challenges include:

• The volume of data: The volume of sensor information available to the Navy is increasing rapidly. This is due to advances in sensor technology and the increasing number of sensors being deployed. The Navy is now collecting more data than it can process and analyze.
• The variety of data: Sensor information comes from a variety of sources, including satellites, aircraft, ships, and submarines. Each type of sensor collects different types of data, and this data can be in different formats. This makes it difficult to integrate and fuse data from multiple sources.
• The timeliness of data: Sensor information is often time-sensitive. The Navy needs to be able to use sensor information to make timely decisions. If the Navy cannot keep up with the volume of data, it will be at a significant disadvantage.
• The security of data: Sensor information is often sensitive. The Navy needs to protect this information from unauthorized access and use.

Opportunities

Despite the challenges, the Navy also has a number of opportunities to improve its ability to manage and use sensor information. These opportunities include:

• New technologies: Advances in sensor technology and data processing are making it possible to collect, process, and analyze more data than ever before. The Navy can leverage these new technologies to improve its ability to manage and use sensor information.
• New approaches to data management and analysis: The Navy is developing new approaches to data management and analysis that can help it to make better use of sensor information. These new approaches include data fusion, machine learning, and artificial intelligence.
• Collaboration with other organizations: The Navy can collaborate with other organizations, such as the Department of Defense and academia, to develop new technologies and approaches for managing and using sensor information.

Recommendations

The Navy can take a number of steps to address the challenges and leverage the opportunities associated with managing and using sensor information. These steps include:

• Invest in new technologies: The Navy should continue to invest in new technologies that can help it to collect, process, and analyze sensor data more effectively. These technologies include new sensors, data processing systems, and data management software.
• Develop new approaches to data management and analysis: The Navy should develop new approaches to data management and analysis that can help it to make better use of sensor information. These new approaches include data fusion, machine learning, and artificial intelligence.
• Collaborate with other organizations: The Navy should collaborate with other organizations, such as the Department of Defense and academia, to develop new technologies and approaches for managing and using sensor information.
• Establish a data governance strategy: The Navy should establish a data governance strategy to ensure that sensor data is managed and used in a consistent and efficient manner.
• Train personnel: The Navy should train personnel on the new technologies and approaches for managing and using sensor information.

The U.S. Navy is facing a growing challenge in managing and using the vast amount of sensor information available to it. This challenge is due to the increasing volume, variety, and timeliness of data. The Navy is taking steps to address this challenge, but more needs to be done. The Navy can address this challenge and leverage the potential of sensor information to improve its operational effectiveness by investing in new technologies, developing new approaches to data management and analysis, and collaborating with other organizations.

Data Flood: Helping the Navy Address the Rising Tide of Sensor Information (Research report / Rand Corporation)

by Reinhard Bendix

5 out of 5

Language	:	English
File size	:	7929 KB
Text-to-Speech	:	Enabled
Screen Reader	:	Supported
Enhanced typesetting	:	Enabled
Word Wise	:	Enabled
Print length	:	84 pages
Lending	:	Enabled

FREE