Cognitive Radio

Cognitive Radio

Global Cognitive Radio Market to Reach US$24.1 Billion by 2030

The global market for Cognitive Radio estimated at US$8.3 Billion in the year 2023, is expected to reach US$24.1 Billion by 2030, growing at a CAGR of 16.4% over the analysis period 2023-2030. Spectrum Sensing Application, one of the segments analyzed in the report, is expected to record a 17.9% CAGR and reach US$12.1 Billion by the end of the analysis period. Growth in the Spectrum Analysis Application segment is estimated at 16.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$2.2 Billion While China is Forecast to Grow at 15.0% CAGR

The Cognitive Radio market in the U.S. is estimated at US$2.2 Billion in the year 2023. China, the world`s second largest economy, is forecast to reach a projected market size of US$3.6 Billion by the year 2030 trailing a CAGR of 15.0% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 15.0% and 13.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 11.4% CAGR.

Global Cognitive Radio Market - Key Trends and Drivers Summarized

What Is Cognitive Radio and How Is It Changing the Wireless Communication Landscape?

Cognitive radio is a cutting-edge technology that enhances the efficiency of wireless communication systems by allowing devices to intelligently sense and adapt to their radio frequency environment. Unlike traditional radios that operate on fixed frequencies, cognitive radios can dynamically adjust their parameters, such as frequency, power output, and modulation techniques, to avoid interference and optimize communication performance. This adaptability allows cognitive radios to utilize available spectrum more efficiently, especially in an era where the demand for wireless services is growing rapidly and the radio spectrum is increasingly congested. By detecting unused or underutilized frequency bands, cognitive radios can share the spectrum with other devices without causing harmful interference, effectively expanding the capacity of existing wireless networks. This technology is not only revolutionizing telecommunications but is also finding applications in military communications, emergency services, and the Internet of Things (IoT), where reliable and efficient wireless communication is critical.

How Are Cognitive Radios Impacting Spectrum Management and Communication Efficiency?

Cognitive radios are transforming the way spectrum is managed by enabling dynamic spectrum access (DSA). Traditionally, the radio spectrum has been allocated on a fixed basis, meaning certain frequency bands are assigned to specific services or operators, whether or not they are being fully utilized. This has led to inefficient spectrum usage, with many bands remaining underutilized while others are congested. Cognitive radios address this issue by continuously monitoring the spectrum environment and identifying vacant channels or those with minimal activity. This real-time sensing allows cognitive radios to opportunistically use these underutilized bands without interfering with licensed users, thus making more efficient use of the available spectrum. In addition to enhancing spectrum management, cognitive radios improve communication efficiency by optimizing transmission parameters based on the conditions of the wireless environment. For instance, if interference is detected on a particular channel, the cognitive radio can automatically switch to a clearer frequency, adjust its transmission power, or change its modulation scheme to maintain a stable and high-quality connection. This flexibility is particularly beneficial in environments where multiple wireless devices are competing for limited bandwidth, such as urban areas or densely populated events.

What Technologies and Methods Are Driving Cognitive Radio Functionality?

Several advanced technologies and methods enable the functionality of cognitive radios, including spectrum sensing, machine learning, and dynamic spectrum access (DSA). Spectrum sensing is a foundational technology that allows cognitive radios to detect the presence of signals in various frequency bands, enabling them to identify unused portions of the spectrum. This real-time monitoring capability is essential for avoiding interference with licensed users and making decisions about which frequency band to utilize. Machine learning, another critical component, enhances the decision-making capabilities of cognitive radios. By analyzing historical data and learning from patterns in the radio environment, cognitive radios can predict future spectrum usage and adjust their operating parameters accordingly. This makes the system more efficient and adaptive over time. Dynamic spectrum access (DSA) is the method by which cognitive radios share the spectrum with other users. DSA allows the radio to identify when a particular frequency band is free or lightly used, and then dynamically allocate it to secondary users, optimizing the overall spectrum utilization. Additionally, software-defined radio (SDR) plays a crucial role in cognitive radio systems. SDRs provide the flexibility needed for cognitive radios to reconfigure their hardware and software parameters on the fly, making it easier to adapt to changing conditions in the radio frequency environment. Together, these technologies allow cognitive radios to operate in highly dynamic and variable environments, ensuring reliable and efficient wireless communication.

What Factors Are Fueling Expansion in the Cognitive Radio Market?

The growth in the cognitive radio market is driven by several factors, including the increasing demand for spectrum efficiency, the rising number of wireless devices, and advancements in AI and machine learning. One of the primary drivers is the ongoing spectrum scarcity issue. With the explosion of mobile devices, IoT applications, and wireless services, the radio spectrum has become highly congested. Cognitive radio offers a solution to this challenge by enabling more efficient use of the available spectrum, allowing for greater capacity without the need for additional spectrum allocation. Another factor contributing to market growth is the rapid expansion of wireless communications in industries such as telecommunications, defense, and public safety, where reliable and efficient spectrum management is crucial. Cognitive radios are particularly attractive in these sectors due to their ability to provide secure, flexible, and interference-free communication. Advancements in AI and machine learning technologies are also propelling the cognitive radio market. These technologies allow cognitive radios to become smarter and more adaptive, improving their ability to sense, learn from, and respond to changes in the radio environment. Additionally, the growing adoption of 5G and the increasing prevalence of IoT devices are further driving the demand for cognitive radios. With the rollout of 5G networks, the need for efficient spectrum management has become even more critical, and cognitive radio technology offers a way to meet the high demand for bandwidth and low-latency communication. Finally, the regulatory landscape is also evolving to support dynamic spectrum access, with governments and regulatory bodies recognizing the importance of cognitive radio technology in addressing spectrum scarcity and enabling more flexible spectrum allocation policies. Together, these factors are fueling the growth of the cognitive radio market, as organizations across various sectors seek to optimize their use of the wireless spectrum.

Select Competitors (Total 18 Featured) -
  • BAE Systems PLC
  • Datasoft Corporation
  • EpiSys Science, Inc.
  • Ettus Research
  • Kyynel Ltd
  • Nutaq Incorporated
  • Raytheon Company
  • Rohde & Schwarz GmbH & Co. KG
  • Shared Spectrum Company
  • Spectrum Signal Processing by Vecima
  • Thales Group
  • XG Technology, Inc.
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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
Global Economic Update
Cognitive Radio – Global Key Competitors Percentage Market Share in 2024 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Rising Demand for Spectrum Efficiency Propels Growth in Cognitive Radio Solutions
AI-Driven Spectrum Management Strengthens the Business Case for Cognitive Radio in Telecommunications
Focus on Dynamic Spectrum Access Expands Addressable Market Opportunity for Cognitive Radio
Shift Toward 5G and Next-Gen Networks Spurs Innovation in Cognitive Radio Technologies
Increasing Complexity of Wireless Networks Drives Adoption of Cognitive Radio for Efficient Spectrum Utilization
Proliferation of IoT Devices Generates Demand for Cognitive Radio in Managing Spectrum Congestion
Rising Use of Cognitive Radio in Defense and Public Safety Accelerates Demand for Secure Communication Solutions
Focus on Optimizing Network Performance Expands Market for Cognitive Radio in Smart Cities and Connected Infrastructure
Growing Concerns Over Spectrum Scarcity Propel the Adoption of Cognitive Radio for Spectrum Sharing
Integration of Software-Defined Radio (SDR) Spurs Growth in Cognitive Radio for Flexible Communication Systems
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Cognitive Radio Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
TABLE 2: World Recent Past, Current & Future Analysis for Cognitive Radio by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 3: World 7-Year Perspective for Cognitive Radio by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
TABLE 4: World Recent Past, Current & Future Analysis for Spectrum Sensing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 5: World 7-Year Perspective for Spectrum Sensing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 6: World Recent Past, Current & Future Analysis for Spectrum Analysis by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 7: World 7-Year Perspective for Spectrum Analysis by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 8: World Recent Past, Current & Future Analysis for Spectrum Allocation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 9: World 7-Year Perspective for Spectrum Allocation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 10: World Recent Past, Current & Future Analysis for Location Tracking by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 11: World 7-Year Perspective for Location Tracking by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 12: World Recent Past, Current & Future Analysis for Cognitive Routing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 13: World 7-Year Perspective for Cognitive Routing by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 14: World Recent Past, Current & Future Analysis for Software Tools by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 15: World 7-Year Perspective for Software Tools by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 16: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 17: World 7-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
TABLE 18: World Recent Past, Current & Future Analysis for Hardware by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 19: World 7-Year Perspective for Hardware by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
III. MARKET ANALYSIS
UNITED STATES
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
TABLE 20: USA Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 21: USA 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 22: USA Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 23: USA 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
CANADA
TABLE 24: Canada Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 25: Canada 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 26: Canada Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 27: Canada 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
JAPAN
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
TABLE 28: Japan Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 29: Japan 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 30: Japan Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 31: Japan 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
CHINA
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
TABLE 32: China Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 33: China 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 34: China Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 35: China 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
EUROPE
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
TABLE 36: Europe Recent Past, Current & Future Analysis for Cognitive Radio by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
TABLE 37: Europe 7-Year Perspective for Cognitive Radio by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
TABLE 38: Europe Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 39: Europe 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 40: Europe Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 41: Europe 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
FRANCE
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
TABLE 42: France Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 43: France 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 44: France Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 45: France 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
GERMANY
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
TABLE 46: Germany Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 47: Germany 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 48: Germany Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 49: Germany 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
ITALY
TABLE 50: Italy Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 51: Italy 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 52: Italy Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 53: Italy 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
UNITED KINGDOM
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
TABLE 54: UK Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 55: UK 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 56: UK Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 57: UK 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
REST OF EUROPE
TABLE 58: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 59: Rest of Europe 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 60: Rest of Europe Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 61: Rest of Europe 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
ASIA-PACIFIC
Cognitive Radio Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
TABLE 62: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 63: Asia-Pacific 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 64: Asia-Pacific Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 65: Asia-Pacific 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
REST OF WORLD
TABLE 66: Rest of World Recent Past, Current & Future Analysis for Cognitive Radio by Application - Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 67: Rest of World 7-Year Perspective for Cognitive Radio by Application - Percentage Breakdown of Value Sales for Spectrum Sensing, Spectrum Analysis, Spectrum Allocation, Location Tracking and Cognitive Routing for the Years 2024 & 2030
TABLE 68: Rest of World Recent Past, Current & Future Analysis for Cognitive Radio by Component - Software Tools, Services and Hardware - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
TABLE 69: Rest of World 7-Year Perspective for Cognitive Radio by Component - Percentage Breakdown of Value Sales for Software Tools, Services and Hardware for the Years 2024 & 2030
IV. COMPETITION

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