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Spectrum Awareness

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What is Spectrum Awareness?

Spectrum awareness is primarily used in cognitive radio networks to detect unused radio frequency bands. This technology enables cognitive radios—smart wireless communication systems that dynamically adapt to their environment—to identify spectrum holes or unoccupied frequencies licensed users, such as TV broadcasters or cellular networks, are not using. By identifying these unused frequencies, spectrum sensing allows secondary users (those without licenses) to utilize these bands without interfering with primary users.

Spectrum awareness extends to preventing interference with primary transmissions, ensuring efficient use of the radio spectrum, and enabling cognitive radios to adapt their operation dynamically. This includes adjusting transmission parameters like frequency, power level and modulation scheme based on real-time environmental observations. Techniques for spectrum sensing include energy detection and, more recently, AI and ML-driven sensing.

OmniSIG® Software Suite

Challenge

Interfering signals compromise network performance and reliability. Conventional detection methods are too slow to identify complex or previously unseen signal types, making it difficult to mitigate interference before it degrades service.

The DeepSig Advantage

As the pioneer in AI-driven RF sensing, DeepSig’s OmniSIG software suite detects and classifies interfering signals in real time, identifying complex and previously unseen signal types that conventional methods miss.

  • 1000x Faster Detection: optimize AI detects and classifies signals in minutes instead of months of manual analysis
  • Unknown Signal Identification: Automatically capture and classify previously unseen signals and spectrum anomalies in real time.
  • Wide Bandwidth Coverage: Detect and classify dozens of signal types simultaneously across wide instantaneous bandwidths, even outside expected allocations.
  • Time-Frequency Analysis: Neural network processing in both time and frequency domains delivers higher classification accuracy than traditional methods.
  • No Training Required: Update supported signal sets instantly with no manual training or prior ML experience.

OmniSIG

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OmniSIG® - DeepSig’s pioneering Artificial Intelligence (AI) driven, real-time Spectrum Awareness software solution.

Overcome the Obstacles of Wireless 

Go from months to detect and classify a new signal, to hours, for real-time reaction to mission critical circumstances.

Turn unknown signal types into known, for later analysis or immediate follow up-action.

Move from serial identification of signals to simultaneous detection and identification of dozens of signals across wide instantaneous bandwidths, even when they occur at unexpected frequencies.

Go from inaccurate and complex signal classification, to optimized classification accuracy, with neural network support in both time and frequency domains.

Transform your existing workforce from being under-equipped, to advanced capability developers.

Go from reactive to proactive with real-time security alerts and notifications.
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