This document provides an overview of the development of mobile technologies from 1G to 5G. It discusses the introduction and key features of 1G, 2G, 3G, and 4G mobile networks. Some advantages of 3G technology include increased data speeds for mobile broadband. Disadvantages include higher costs for 3G connections and separate 3G phones. The document concludes with examples of 4G and 5G technologies and references used.
This document summarizes the evolution of wireless technologies from 1G to 5G. It discusses the key features and limitations of each generation including 1G, 2G, 2.5G, 3G, 4G, and the emerging 5G technology. The document provides comparisons of data speeds, frequency bands, and capabilities between different generations. It also outlines some wireless applications and services that these technologies enable.
Mobile phone networking systems 2G, 3G, 4GSandra Smith
GSM was the first successful mobile network (2G) allowing voice calls and SMS. However, data speeds were slow at 13kbps, prompting improved 2.5G networks. 3G significantly increased speeds to 200kbps, enabling faster internet, video streaming, and video calls. 4G networks launched in 2009 in Scandinavia and by 2012 were widely available, providing speeds up to 50Mbps for instantly loading large webpages and sharing HD files. Faster mobile connectivity continues revolutionizing internet access.
4G technology provides faster wireless speeds compared to previous generations. It is projected to offer speeds up to 100Mbps for mobile use and 1Gbps for stationary use. 4G networks use fully packet-switched connections optimized for data transfer. They allow applications like virtual presence, education, gaming and broadband access in remote areas without infrastructure. 4G is an ongoing area of research and development, with 5G networks now being explored as the next generation of mobile technology beyond 4G.
Presentation on 1G/2G/3G/4G/5G/Cellular & Wireless TechnologiesKaushal Kaith
This Presentation is explaining all about the Generations of Mobile or Cellular Technology (1G/2G/2.5/ 3G/4g/5G). This explain the invented details ,features,drawbacks,look of wireless models and comparison and evolution of technology from 1G to 5G and also explaining about wireless application and their services.
4g mobile-communication-system-1219761984973028-8jitendra k Singh
4G is the fourth generation of wireless mobile telecommunications technology. It will provide significantly higher data rates, lower costs, and a better quality of service compared to 3G. 4G networks will utilize technologies like OFDM, software-defined radio, MIMO and interlayer optimization to support heterogeneous networks with seamless roaming between services. This will allow users freedom and flexibility to access broadband multimedia services anytime, anywhere at affordable prices.
This document summarizes the evolution of wireless technology from 1G to 4G. It begins with an introduction and then defines each generation of technology: 1G allowed analog voice calls with speeds up to 2.4 kbps; 2G introduced digital networks and speeds up to 64 kbps, enabling SMS and MMS; 3G brought higher speeds from 144 kbps to 2 Mbps and allowed streaming media; 4G provides speeds from 100 Mbps to 1 Gbps for broadband services on mobile networks. Each generation is described in terms of its features, capabilities, and drawbacks. The document concludes by comparing the key aspects of 3G and 4G technologies.
This document provides an overview of the development of mobile technologies from 1G to 5G. It discusses the introduction and key features of 1G, 2G, 3G, and 4G mobile networks. Some advantages of 3G technology include increased data speeds for mobile broadband. Disadvantages include higher costs for 3G connections and separate 3G phones. The document concludes with examples of 4G and 5G technologies and references used.
This document summarizes the evolution of wireless technologies from 1G to 5G. It discusses the key features and limitations of each generation including 1G, 2G, 2.5G, 3G, 4G, and the emerging 5G technology. The document provides comparisons of data speeds, frequency bands, and capabilities between different generations. It also outlines some wireless applications and services that these technologies enable.
Mobile phone networking systems 2G, 3G, 4GSandra Smith
GSM was the first successful mobile network (2G) allowing voice calls and SMS. However, data speeds were slow at 13kbps, prompting improved 2.5G networks. 3G significantly increased speeds to 200kbps, enabling faster internet, video streaming, and video calls. 4G networks launched in 2009 in Scandinavia and by 2012 were widely available, providing speeds up to 50Mbps for instantly loading large webpages and sharing HD files. Faster mobile connectivity continues revolutionizing internet access.
4G technology provides faster wireless speeds compared to previous generations. It is projected to offer speeds up to 100Mbps for mobile use and 1Gbps for stationary use. 4G networks use fully packet-switched connections optimized for data transfer. They allow applications like virtual presence, education, gaming and broadband access in remote areas without infrastructure. 4G is an ongoing area of research and development, with 5G networks now being explored as the next generation of mobile technology beyond 4G.
Presentation on 1G/2G/3G/4G/5G/Cellular & Wireless TechnologiesKaushal Kaith
This Presentation is explaining all about the Generations of Mobile or Cellular Technology (1G/2G/2.5/ 3G/4g/5G). This explain the invented details ,features,drawbacks,look of wireless models and comparison and evolution of technology from 1G to 5G and also explaining about wireless application and their services.
4g mobile-communication-system-1219761984973028-8jitendra k Singh
4G is the fourth generation of wireless mobile telecommunications technology. It will provide significantly higher data rates, lower costs, and a better quality of service compared to 3G. 4G networks will utilize technologies like OFDM, software-defined radio, MIMO and interlayer optimization to support heterogeneous networks with seamless roaming between services. This will allow users freedom and flexibility to access broadband multimedia services anytime, anywhere at affordable prices.
This document summarizes the evolution of wireless technology from 1G to 4G. It begins with an introduction and then defines each generation of technology: 1G allowed analog voice calls with speeds up to 2.4 kbps; 2G introduced digital networks and speeds up to 64 kbps, enabling SMS and MMS; 3G brought higher speeds from 144 kbps to 2 Mbps and allowed streaming media; 4G provides speeds from 100 Mbps to 1 Gbps for broadband services on mobile networks. Each generation is described in terms of its features, capabilities, and drawbacks. The document concludes by comparing the key aspects of 3G and 4G technologies.
The document discusses emerging cellular technologies from 1G to 7G. It provides an overview of each generation including key features and drawbacks. 1G allowed analog voice calls with low data speeds. 2G introduced digital networks and SMS. 3G enabled increased speeds and mobile internet. 4G provides broadband speeds for video calling and streaming. 5G promises very high speeds for new applications. Future generations such as 6G and 7G will provide even higher speeds and more capabilities, with 6G potentially using wireless internet transmission through the air.
A presentation made at A 2-day Annual Symposium, organized by Electrical/Electronic Engineering Department, FUTO, at School of Engineering and Engineering Technology (SEET) Complex Auditorium, FUTO, Imo State. (August 18, 2016)
This document compares the 3G and WiFi technologies for providing broadband wireless internet access. 3G refers to third generation mobile networks designed for integrated voice and data services, while WiFi refers to the 802.11 wireless Ethernet standard for wireless local area networks (LANs). Both technologies have attracted attention as candidates for dominant platforms for broadband wireless access, though they differ in industry origins and design goals. The document discusses similarities between the technologies as wireless access platforms, as well as differences in business models, spectrum policy, and stage of technical development. It concludes that both are likely to succeed, with 3G and WiFi complementing each other in network integration while WiFi also provides potential competition through lower entry costs.
The modern communication system is aimed to reach the real world one environment from virtual world via connecting resources of one with another through social network system. The communication process is aggravated various infrastructural development to reach in this current level such as 3G and 4G communication system.
The term 4G is used by several types of broadband wireless access communication systems, not only cellular telephone systems. One of the terms used to describe 4G is MAGIC—Mobile multimedia, anytime anywhere, Global mobility support, integrated wireless solution, and customized personal service. As a promise for the future, 4G
systems, that is, cellular broadband wireless access systems have been attracting much interest in the mobile communication arena. The 4G systems not only will support the next generation of mobile service, but also will support the fixed wireless networks. This article presents an overall vision of the 4G features, framework, and integration of mobile communication.
This document provides an overview of 4G technology. It discusses the history and comparison of wireless technologies, defines 4G as providing seamless broadband access at speeds up to 100 Mbps. Key features of 4G include high performance, easy roaming, converged services, and low cost. Technologies used include OFDM, UWB, smart antennas and IPv6. Applications include traffic control, multimedia, telemedicine and crisis management. Limitations include cost and ensuring network compatibility.
This document provides an overview of 3G mobile communications. It discusses the evolution from 1G to 2G networks and the standards organizations that developed 3G technologies like WCDMA. Key aspects of 3G networks are summarized, including the network architecture, components like the UTRAN and core network, and air interface technologies like CDMA. Mobile frequency bands and the transition from 2G to 3G are also covered at a high level. The document contains detailed diagrams and refers to technical specifications.
This ppt presentation is about 4G technology & when it will comes in indai ,which coutries are using 4g network .This is tha progress in the field of communication & technology.
4G wireless networks provide faster internet speeds than 3G networks, aiming to support data rates up to 1 Gbps for high mobility applications and up to 100 Mbps for wide-area coverage applications. 4G networks use an all-IP packet switched network and are optimized for Internet Protocol traffic, allowing services such as video conferencing. Key technologies used in 4G include MIMO antennas, IPv6, VoIP, OFDM, and software-defined radios. While true 4G networks may not be fully realized until after 2015, 4G aims to open new opportunities for mobile applications with high-speed wireless internet access.
This document discusses the evolution of mobile network generations from 1G to 4G. It defines the key aspects of 4G including high data transfer rates of 100MB/sec, support for broadband and multimedia applications like high-resolution mobile TV. The advantages of 4G are also summarized as affordable communication services, high-speed transmission, and global access across hybrid networks. Finally, the document outlines some challenges in implementing 4G technology in Pakistan and competing with the emerging 5G standard.
This document discusses the evolution of 4G mobile technology, including its key features and capabilities. 4G provides ultra-broadband internet access to mobile devices using an entirely packet-switched network with wider bandwidths of 100 MHz or more. It allows for global mobility, customized personal networks, and multimedia applications at low transmission costs. While 4G enables benefits like high usability, support for multimedia services, and high bandwidth with tight security, it also faces challenges such as the need for complicated hardware, difficulty in implementation, higher battery usage, and greater expense compared to previous generations of mobile technology.
Fourth generation (4G) mobile systems are characterized by high-speed data rates from 20 to 100 Mbps, allowing for high-resolution video and television. 4G aims to provide seamless connectivity across heterogeneous networks with high quality of service for multimedia. Key components of 4G include multi-antenna systems, software-defined radio, adaptive modulation and coding, IPv6, and a multi-tier, multi-device network architecture to deliver high speeds and network capacity exceeding 3G.
This document provides an overview of next generation wireless communication technologies, focusing on 5G. It discusses the evolution from 1G to 4G wireless standards. 5G aims to support higher bandwidth, lower latency, and more connections than previous standards. 5G works using millimeter waves, small cell networks, and beamforming to direct signals. Key features of 5G include speeds over 1 Gbps, low latency under 1 ms, increased bandwidth and device connectivity, near 100% coverage and availability, and reduced energy usage. While 5G promises major improvements, it may also enable laziness and reduce productivity if overused.
This document compares 3G and 4G mobile technologies. It notes that 3G provides data speeds up to 3.1 Mbps on average, while 4G can provide speeds up to 10 times faster at 100-300 Mbps. It outlines some key differences like 4G supporting higher peak upload/download speeds and quality of service features. Usage statistics are provided showing 3G has over 3 billion users worldwide compared to under 500 million for 4G currently. Potential advantages and drawbacks of both standards are also examined.
This document provides an overview of 4G and 3G mobile technologies, comparing their key aspects such as data transfer rates, bandwidth, and frequency ranges. 4G offers faster speeds of up to 100MB/sec, uses wider bandwidth of 100MHz or more, and operates at higher frequencies of 2-8GHz. It also enables better multimedia applications and high-resolution mobile TV. While 3G was an improvement over 2G, 4G provides even higher speeds and capabilities for wireless internet and broadband services.
The document discusses the differences between 4G and 5G networks. It explains that 5G will operate at much higher frequencies between 30-300GHz compared to 4G which operates below 6GHz. This allows 5G to achieve much higher speeds up to 20GB per second, compared to 4G's maximum of 1GB per second. While initial 5G networks will enhance existing 4G capabilities, 5G will ultimately provide significantly faster speeds and more reliable connections that can support up to a million devices per square kilometer.
This document provides an overview of the evolution of wireless technologies from 1G to 5G. It discusses the key features and technologies of each generation including their data speeds and capabilities. The main points covered are: 1) 1G allowed analog voice calls and had speeds up to 2.4kbps, 2) 2G introduced digital cellular networks and SMS/MMS with speeds up to 64kbps, 3) 3G enabled broadband internet for mobile devices with speeds from 144kbps to 2Mbps, 4) 4G has speeds from 100Mbps to 1Gbps for video calling and mobile internet, and 5) 5G is expected to have speeds over 1Gbps for advanced applications and connectivity. The document traces the
802.11 is a set of wireless networking standards for local area networks using radio technologies operating in the 2.4, 3.6 and 5GHz bands. 3G refers to third generation mobile networks that provide wide-area wireless access for voice calls, mobile internet, and video calls using mobile phones. Bluetooth is a wireless technology standard for exchanging data over short distances between devices like sending photos between phones. Infrared uses short-range wireless signals to allow computing devices to communicate and transfer files or data between devices.
3G or 3rd generation mobile telecommunications is a generation of standards for mobile phones and services that fulfills IMT-2000 specifications set by the ITU. 3G networks provide faster data transmission rates and allow for services like mobile internet, video calls, and mobile TV. While initially slow to be adopted, 3G networks are now widespread globally and provide transmission speeds of several megabits per second to smartphones and laptops. Current 3G standards are evolving towards 4G networks with even higher speeds through technologies like LTE Advanced.
This document compares the 1st through 4th generations of wireless technology. 1G was analog and focused on voice. 2G introduced digital transmission and data services. 3G brought increased speeds and applications like video calling. 4G will provide speeds from 100 Mbps to 1 Gbps for broadband access anywhere. It analyzes the strengths, weaknesses, opportunities, and threats for each generation.
This report summarizes the findings of a nine-month inquiry into making British manufacturing more sustainable. It was written by two researchers and supported by the EPSRC Centre for Innovative Manufacturing in Industrial Sustainability. The report makes recommendations in five key areas: leadership, resilience, innovation, collaboration, and system redesign. It argues that policymakers need to help manufacturers recognize sustainability opportunities and seize the economic benefits of more efficient resource and energy use. The UK can become a leader in clean technologies if it adequately supports innovation in manufacturing.
This document provides an overview of the Arduino environment and programming basics. It covers topics like board type, serial communication, parts of a sketch like setup and loop functions, variables, data types, operators, conditional statements, and repetition structures like for and while loops. Comments are also discussed as a way to annotate code. The document serves as an introduction for programmers new to Arduino.
The document discusses emerging cellular technologies from 1G to 7G. It provides an overview of each generation including key features and drawbacks. 1G allowed analog voice calls with low data speeds. 2G introduced digital networks and SMS. 3G enabled increased speeds and mobile internet. 4G provides broadband speeds for video calling and streaming. 5G promises very high speeds for new applications. Future generations such as 6G and 7G will provide even higher speeds and more capabilities, with 6G potentially using wireless internet transmission through the air.
A presentation made at A 2-day Annual Symposium, organized by Electrical/Electronic Engineering Department, FUTO, at School of Engineering and Engineering Technology (SEET) Complex Auditorium, FUTO, Imo State. (August 18, 2016)
This document compares the 3G and WiFi technologies for providing broadband wireless internet access. 3G refers to third generation mobile networks designed for integrated voice and data services, while WiFi refers to the 802.11 wireless Ethernet standard for wireless local area networks (LANs). Both technologies have attracted attention as candidates for dominant platforms for broadband wireless access, though they differ in industry origins and design goals. The document discusses similarities between the technologies as wireless access platforms, as well as differences in business models, spectrum policy, and stage of technical development. It concludes that both are likely to succeed, with 3G and WiFi complementing each other in network integration while WiFi also provides potential competition through lower entry costs.
The modern communication system is aimed to reach the real world one environment from virtual world via connecting resources of one with another through social network system. The communication process is aggravated various infrastructural development to reach in this current level such as 3G and 4G communication system.
The term 4G is used by several types of broadband wireless access communication systems, not only cellular telephone systems. One of the terms used to describe 4G is MAGIC—Mobile multimedia, anytime anywhere, Global mobility support, integrated wireless solution, and customized personal service. As a promise for the future, 4G
systems, that is, cellular broadband wireless access systems have been attracting much interest in the mobile communication arena. The 4G systems not only will support the next generation of mobile service, but also will support the fixed wireless networks. This article presents an overall vision of the 4G features, framework, and integration of mobile communication.
This document provides an overview of 4G technology. It discusses the history and comparison of wireless technologies, defines 4G as providing seamless broadband access at speeds up to 100 Mbps. Key features of 4G include high performance, easy roaming, converged services, and low cost. Technologies used include OFDM, UWB, smart antennas and IPv6. Applications include traffic control, multimedia, telemedicine and crisis management. Limitations include cost and ensuring network compatibility.
This document provides an overview of 3G mobile communications. It discusses the evolution from 1G to 2G networks and the standards organizations that developed 3G technologies like WCDMA. Key aspects of 3G networks are summarized, including the network architecture, components like the UTRAN and core network, and air interface technologies like CDMA. Mobile frequency bands and the transition from 2G to 3G are also covered at a high level. The document contains detailed diagrams and refers to technical specifications.
This ppt presentation is about 4G technology & when it will comes in indai ,which coutries are using 4g network .This is tha progress in the field of communication & technology.
4G wireless networks provide faster internet speeds than 3G networks, aiming to support data rates up to 1 Gbps for high mobility applications and up to 100 Mbps for wide-area coverage applications. 4G networks use an all-IP packet switched network and are optimized for Internet Protocol traffic, allowing services such as video conferencing. Key technologies used in 4G include MIMO antennas, IPv6, VoIP, OFDM, and software-defined radios. While true 4G networks may not be fully realized until after 2015, 4G aims to open new opportunities for mobile applications with high-speed wireless internet access.
This document discusses the evolution of mobile network generations from 1G to 4G. It defines the key aspects of 4G including high data transfer rates of 100MB/sec, support for broadband and multimedia applications like high-resolution mobile TV. The advantages of 4G are also summarized as affordable communication services, high-speed transmission, and global access across hybrid networks. Finally, the document outlines some challenges in implementing 4G technology in Pakistan and competing with the emerging 5G standard.
This document discusses the evolution of 4G mobile technology, including its key features and capabilities. 4G provides ultra-broadband internet access to mobile devices using an entirely packet-switched network with wider bandwidths of 100 MHz or more. It allows for global mobility, customized personal networks, and multimedia applications at low transmission costs. While 4G enables benefits like high usability, support for multimedia services, and high bandwidth with tight security, it also faces challenges such as the need for complicated hardware, difficulty in implementation, higher battery usage, and greater expense compared to previous generations of mobile technology.
Fourth generation (4G) mobile systems are characterized by high-speed data rates from 20 to 100 Mbps, allowing for high-resolution video and television. 4G aims to provide seamless connectivity across heterogeneous networks with high quality of service for multimedia. Key components of 4G include multi-antenna systems, software-defined radio, adaptive modulation and coding, IPv6, and a multi-tier, multi-device network architecture to deliver high speeds and network capacity exceeding 3G.
This document provides an overview of next generation wireless communication technologies, focusing on 5G. It discusses the evolution from 1G to 4G wireless standards. 5G aims to support higher bandwidth, lower latency, and more connections than previous standards. 5G works using millimeter waves, small cell networks, and beamforming to direct signals. Key features of 5G include speeds over 1 Gbps, low latency under 1 ms, increased bandwidth and device connectivity, near 100% coverage and availability, and reduced energy usage. While 5G promises major improvements, it may also enable laziness and reduce productivity if overused.
This document compares 3G and 4G mobile technologies. It notes that 3G provides data speeds up to 3.1 Mbps on average, while 4G can provide speeds up to 10 times faster at 100-300 Mbps. It outlines some key differences like 4G supporting higher peak upload/download speeds and quality of service features. Usage statistics are provided showing 3G has over 3 billion users worldwide compared to under 500 million for 4G currently. Potential advantages and drawbacks of both standards are also examined.
This document provides an overview of 4G and 3G mobile technologies, comparing their key aspects such as data transfer rates, bandwidth, and frequency ranges. 4G offers faster speeds of up to 100MB/sec, uses wider bandwidth of 100MHz or more, and operates at higher frequencies of 2-8GHz. It also enables better multimedia applications and high-resolution mobile TV. While 3G was an improvement over 2G, 4G provides even higher speeds and capabilities for wireless internet and broadband services.
The document discusses the differences between 4G and 5G networks. It explains that 5G will operate at much higher frequencies between 30-300GHz compared to 4G which operates below 6GHz. This allows 5G to achieve much higher speeds up to 20GB per second, compared to 4G's maximum of 1GB per second. While initial 5G networks will enhance existing 4G capabilities, 5G will ultimately provide significantly faster speeds and more reliable connections that can support up to a million devices per square kilometer.
This document provides an overview of the evolution of wireless technologies from 1G to 5G. It discusses the key features and technologies of each generation including their data speeds and capabilities. The main points covered are: 1) 1G allowed analog voice calls and had speeds up to 2.4kbps, 2) 2G introduced digital cellular networks and SMS/MMS with speeds up to 64kbps, 3) 3G enabled broadband internet for mobile devices with speeds from 144kbps to 2Mbps, 4) 4G has speeds from 100Mbps to 1Gbps for video calling and mobile internet, and 5) 5G is expected to have speeds over 1Gbps for advanced applications and connectivity. The document traces the
802.11 is a set of wireless networking standards for local area networks using radio technologies operating in the 2.4, 3.6 and 5GHz bands. 3G refers to third generation mobile networks that provide wide-area wireless access for voice calls, mobile internet, and video calls using mobile phones. Bluetooth is a wireless technology standard for exchanging data over short distances between devices like sending photos between phones. Infrared uses short-range wireless signals to allow computing devices to communicate and transfer files or data between devices.
3G or 3rd generation mobile telecommunications is a generation of standards for mobile phones and services that fulfills IMT-2000 specifications set by the ITU. 3G networks provide faster data transmission rates and allow for services like mobile internet, video calls, and mobile TV. While initially slow to be adopted, 3G networks are now widespread globally and provide transmission speeds of several megabits per second to smartphones and laptops. Current 3G standards are evolving towards 4G networks with even higher speeds through technologies like LTE Advanced.
This document compares the 1st through 4th generations of wireless technology. 1G was analog and focused on voice. 2G introduced digital transmission and data services. 3G brought increased speeds and applications like video calling. 4G will provide speeds from 100 Mbps to 1 Gbps for broadband access anywhere. It analyzes the strengths, weaknesses, opportunities, and threats for each generation.
This report summarizes the findings of a nine-month inquiry into making British manufacturing more sustainable. It was written by two researchers and supported by the EPSRC Centre for Innovative Manufacturing in Industrial Sustainability. The report makes recommendations in five key areas: leadership, resilience, innovation, collaboration, and system redesign. It argues that policymakers need to help manufacturers recognize sustainability opportunities and seize the economic benefits of more efficient resource and energy use. The UK can become a leader in clean technologies if it adequately supports innovation in manufacturing.
This document provides an overview of the Arduino environment and programming basics. It covers topics like board type, serial communication, parts of a sketch like setup and loop functions, variables, data types, operators, conditional statements, and repetition structures like for and while loops. Comments are also discussed as a way to annotate code. The document serves as an introduction for programmers new to Arduino.
This document is a resume for Rajat Pathak, who has over 9 years of experience in software testing and quality assurance. He is currently looking for roles as a Software Testing Manager or Project Manager. Some key points about his experience include:
- He has worked as an Assistant Manager at Magic Software Ltd for the past 6 years, where he has tested a variety of applications.
- Prior to that, he spent 4 years at ESL India as a Senior Product Validation Engineer, where he tested several utility and government projects.
- He has expertise in all phases of the SDLC and STLC as well as various types of testing including manual, automation, functional, integration, system, and performance testing.
-
It designed for the absolute beginners who wants to know about well-known Arduino devices .One can find fantastic startup by following this slide and it's topic or contents .All things are not included for getting actively start playing with Arduino but he or she surely get direct instruction for everything he/she wants .
Some interesting project is introduced to fresher made by Arduino . Also showing some well known website from where he/she can get much more than he imagine .
In this , the Arduino external interface introduce clearly . Also introduce with Arduino Software and Programming Language that she/he must need .
So , if you are beginner and wants to know about Arduino , you are in the right place .Check out it for more .
Play with Arduino and Create Something Great . Farewell .
Some inspirational quotes from swami vivekanandabhsongc
Swami Vivekananda was a Hindu monk and philosopher who spread Indian philosophies in the Western world. Some of his most inspirational quotes include "Arise, awake, and stop not till the goal is reached" to encourage perseverance, and "All differences in this world are of degree, and not of kind, because oneness is the secret of everything" to promote unity.
This document provides an overview of 3G technology, including:
- The development of 3G standards including WCDMA, CDMA2000, and TD-SCDMA to meet demands for high-speed data and multimedia services.
- Key aspects of 3G including universal frequency bands, high spectral efficiency, quality of service, and support for data rates up to 2Mbps.
- An overview of the WCDMA system architecture including its radio access network components like Node B and RNC, and core network evolution from R99 to R5 specifications.
This document provides information about Doordarshan Kendra in Raipur. It discusses Doordarshan's headquarters and staff in Raipur. It describes the various programs and services provided by Doordarshan such as awareness, education, and entertainment programs. It then provides details about the components of a television studio including cameras, lighting, audio equipment, and vision mixing. Additional sections describe the earth station, transmission center, antennas, outside broadcasting vans, and Doordarshan's setup in Raipur.
This document discusses drones (also called unmanned aerial vehicles or UAVs). It provides information on what drones are, how they are manufactured, their launch and recovery systems, operating systems that allow them to be controlled remotely, the sensors they use, and their applications. It also discusses the aerodynamic designs of drones, common airframe materials, and navigation techniques. Potential advantages and disadvantages of drone usage are presented, followed by a short conclusion.
The document discusses personality development and types of personalities. It defines personality development as the distinctive patterns of attitudes and behaviors that make each individual unique. It then lists eight common personality types and characteristics that define a developed personality, such as confidence, communication skills, optimism, and leadership qualities. Tips for developing one's personality include keeping composure, dressing professionally, and creating your own personal style.
Mohammad Altaf Amin has over 16 years of experience working in document control and secretarial roles in Saudi Arabia. He currently works as a Senior Document Controller for Saudi Binladin Group, where his responsibilities include maintaining filing systems, scheduling meetings, responding to queries, and approving documents. Previously, he held document controller roles with Saudi Binladin Group and King Abdul Aziz Endowment, and taught computer skills in India. He holds a diploma in computer applications and certifications in software and hardware.
This document discusses satellites and satellite communication. It begins by defining a satellite as an artificial body placed in orbit around a planet to collect information or enable communication. It then discusses the history of satellites, including the first artificial satellite Sputnik 1 launched by the Soviet Union in 1957. The document goes on to explain what satellite communication is, the different types of orbits such as geostationary and polar orbits, advantages of geostationary satellites, components of satellite communication systems, and functions of satellites such as surveillance, navigation, television distribution, and satellite telephones.
Swami Vivekananda was a Hindu monk and philosopher who advocated for educational reform in India. He believed that education should develop character, promote self-reliance and service to others. He also emphasized the cultural heritage of India, scientific knowledge, vocational skills, and physical education. Vivekananda felt teachers should motivate students to discover their own potential and properly understand their mind, body and spirit. His educational ideas promoted concepts like universal brotherhood, equality, and free compulsory education that remain highly relevant today.
Shivam Dhawan's visual resume provides an overview of his background and experiences. It highlights that he is a web strategy advisor and founder of Arbunize who has worked in various locations building identities and experiences for clients. It also lists his educational background as an industrial engineer with various awards and achievements. When not working, he enjoys traveling, meeting people, and hosting food and travel events.
This document provides instructions for using MIT App Inventor and a $5 Bluetooth module to wirelessly control an Arduino project from an Android device. It details what hardware and software is needed, including an Android device, Arduino, HC-05 Bluetooth module, MIT App Inventor account. It explains how to design the app interface in App Inventor, connect the Bluetooth module to the Arduino, and install the app on the Android device. Code examples are provided to transmit data between the app and Arduino over Bluetooth to control an LED.
solution manual of goldsmith wireless communicationNIT Raipur
This document discusses various topics related to wireless communication systems including:
- Bursty data communication has advantages like narrow pulse widths and less transmission time but high bandwidth and peak power requirements.
- Error probability calculations show very high requirements for signal to noise ratio.
- Different types of satellite orbits have different transmission delays, with low earth orbit preferred for delays less than 30ms.
- Modeling voice and data users on a channel shows maximum revenue with 1 data user and 3 voice users.
- Smaller cell reuse distances allow more capacity but increase interference.
- Path loss calculations show much higher losses in urban versus rural environments due to more reflectors/scatterers.
- The two
The document provides tips for speaking English fluently, including encouraging students to speak by asking questions and having discussions, practicing speaking skills everywhere and anytime, not feeling shy, constantly learning new vocabulary, remembering what was learned, watching movies, having fun, and loving the English language. Credit is given to various sources that informed the tips.
This document summarizes a presentation on radio network planning for 3G networks. It discusses key concepts in radio network planning like cell configuration, interference management, frequency reuse, and mobile network evolution. It then covers the specific steps in 3G radio network planning, including dimensioning, nominal planning, simulation, and optimization. The document provides examples of link budget calculations and using planning software to simulate network performance and verify the design meets requirements.
This document provides a rough guide to understanding 3G/HSPA concepts for RF engineers. It begins with general information on 3G networks and UMTS. It then discusses technical concepts such as spreading codes, scrambling codes, and processing gain. It explains how spreading spreads the baseband signal over the frequency band and hides it below the noise floor, allowing recovery via despreading. The document also covers HSPA technologies and their advantages over prior 3G standards.
This document summarizes the evolution of mobile networks from 2G to 4G. It describes the key technologies and capabilities of 2G (9.6 Kbps speed), 2.5G/GPRS (up to 115 Kbps), 3G (2 Mbps, increased bandwidth to 2GHz, supports video/GPS), LTE (200 active clients per 5MHz cell, up to 2Gbps speed), and 4G (formally approved in 2009 as IMT-Advanced, 2Gbps speed, improved coverage and capacity). Each generation brought increased speeds and bandwidth as well as new multimedia capabilities.
The 5G system will not only be based on mobile communication itself but will also penetrate into various fields of the future society. The integration with traditional manufacturing and service industries will lead to a new form of “Internet +” and build a user-centric and comprehensive information ecosystem. To change people's production and lifestyle, and bring vitality to the development of China's economy and society today.
5G Technology: An Assessment of the Opportunities and Challenges in an Emergi...josephjonse
No country wants to be left behind in the tech war as there may be far-reaching consequences in military, health, and well-being, industrial applications, technology, banking, financial services, urbanization, and other facets of private and national life. For an emergent country like Nigeria, the cost of being left behind is enormous and may mean the continuous peril of underdevelopment wrought by over-dependence on other nations for essential services. This paper provides perspectives on sectors where the deployment of the 5G telecommunication network could be a swift driver of an emergent Nigeria. It also highlights the particular challenges facing the deployment of the 5G technology in Nigeria. The study adopted the use of secondary sources to obtain relevant preexisting data to facilitate the research objectives. Restrictions in movement necessitated this approach to curtail the spread of the Coronavirus. The research findings revealed the enormous multi-sectorial benefits of deploying the 5G technology in an emergent Nigeria and the inherent challenges. It is envisaged that the ideas highlighted in the study findings would provide useful guidance for policy directors in the quest for a better emergent Nigeria.
5G Technology: An Assessment of the Opportunities and Challenges in an Emergi...josephjonse
No country wants to be left behind in the tech war as there may be far-reaching consequences in military, health, and well-being, industrial applications, technology, banking, financial services, urbanization, and other facets of private and national life. For an emergent country like Nigeria, the cost of being left behind is enormous and may mean the continuous peril of underdevelopment wrought by over-dependence on other nations for essential services. This paper provides perspectives on sectors where the deployment of the 5G telecommunication network could be a swift driver of an emergent Nigeria. It also highlights the particular challenges facing the deployment of the 5G technology in Nigeria. The study adopted the use of secondary sources to obtain relevant preexisting data to facilitate the research objectives. Restrictions in movement necessitated this approach to curtail the spread of the Coronavirus. The research findings revealed the enormous multi-sectorial benefits of deploying the 5G technology in an emergent Nigeria and the inherent challenges. It is envisaged that the ideas highlighted in the study findings would provide useful guidance for policy directors in the quest for a better emergent Nigeria.
Performance comparison of umts and lte on the basis of data ratesIAEME Publication
This document compares the 3G and 4G mobile communication technologies of UMTS and LTE. UMTS (3G) uses WCDMA technology and has a maximum theoretical downlink speed of 42Mbps, while LTE (4G) uses OFDM and more advanced MIMO schemes, providing much higher maximum theoretical downlink speeds of 100Mbps with the ability to reach 1Gbps. The document outlines the network architectures and standards of UMTS and LTE. It also lists the objectives of 4G networks in providing improved quality of service, mobility, bandwidth and a fully IP-based network compared to 3G technologies.
The document discusses the need for a coherent regulatory framework to transform Pakistan's ICT industry in line with global trends. It outlines the evolution of telecom regulation from state monopolies to the current 4th generation focusing on convergence. Key trends driving changes include rapid mobile broadband growth, increasing data traffic, spectrum requirements, defining broadband speeds, use of TV white spaces, rise of over-the-top applications, and convergence of fixed and mobile networks. The document also reviews Pakistan's telecom policies and recommends revising the licensing framework by 2016 to address gaps and keep up with technology and market changes.
RF Planning and Optimization in GSM and UMTS NetworksApurv Agrawal
The report covers various aspects involved in improving the network coverage as well as the parameters used in planning of new network sites for GSM and UMTS networks.
The road-to-5 g-the-inevitable-growth-of-infrastructure-costAurelio Machado
1) Mobile network operators will need to significantly increase infrastructure investments between 2020-2025 to support growing data demand and deploy 5G networks. This is estimated to double total network costs during this period.
2) To enable 5G and meet the higher performance standards required, operators will need to invest across all network domains including acquiring new spectrum, upgrading the radio access network with small cells and fiber backhaul, and evolving the core network.
3) While operators can initially upgrade existing 4G networks, they will eventually need to build new macro sites and deploy many small cells, especially in dense urban areas, which will be the primary driver of rising infrastructure costs on the road to 5G.
7 regulatory aspects to accelerate the deployment of 4 g networks in brazilCPqD
The document provides an overview of the telecommunications sector and trends in Brazil. It discusses challenges around improving infrastructure to meet growing mobile broadband demand. Key points include expanding fiber networks and spectrum to increase capacity. The document outlines Brazil's plan to auction 700MHz spectrum and accelerate 4G deployment through initiatives like regulating femtocells and standardizing antenna laws. The goal is to improve coverage, especially in rural areas, to drive economic and social gains from increased connectivity.
Performance Evaluation of VEnodeb Using Virtualized Radio Resource ManagementJIEMS Akkalkuwa
This paper proposes implementing a virtualized eNodeB component called Radio Resource Management (RRM) to improve performance of cellular networks. The authors capture spectrum utilization data and develop an analytical model for call admission control. They implement a virtual RRM using SDN and NFV technologies and compare the performance to a traditional base station. Results show the virtual RRM can increase network utilization by 60% and reduce energy consumption by 33%, but is susceptible to violating service level agreements during spikes in network traffic due to its reactive nature. The work presents opportunities for future research using machine learning for predictive analysis and combining virtual RRM with cognitive cellular networks.
Frontiers of Wireless and Mobile CommunicationsSai Varrshini
This document discusses emerging wireless technologies and their impact. It provides an overview of key technologies like MIMO, cooperative communications, and dynamic spectrum access. It summarizes the evolution of radio technologies from 2G to 4G standards and increasing link speeds. It also examines short-range wireless technologies and research challenges in building cognitive radios and software-defined radios to efficiently utilize spectrum.
This document provides an overview of 5G technology and its development. It discusses how 5G will utilize higher frequency spectrum, including millimeter waves, to enable faster data speeds and lower latency compared to previous generations. Key points discussed include:
- 5G will use spectrum both below and above 6 GHz, including millimeter wave bands, to support its high bandwidth and low latency capabilities.
- The architecture of 5G networks will be more distributed utilizing small cells and beamforming to manage connectivity as traditional cell towers become less effective at higher frequencies.
- Modulation techniques beyond OFDM are being explored to improve spectral efficiency for 5G, such as FBMC, which reduces interference between signals.
- 5
This paper discusses key aspects of 4G mobile communication systems. 4G aims to provide high-quality services from voice to video as well as high-speed wireless internet access. It describes technologies like OFDMA, MIMO and software defined radio that enable high data rates of 50-500 bits/Hz/km2. 4G will use a multi-technology approach including 3G, WiFi and WiMAX. Seamless coverage will be achieved through a parent network and smaller picocells. Caching and multimedia adaptation will improve quality of experience for users. 4G promises ubiquitous high-speed connectivity through integration of networks, terminals and applications.
Starting in Asia, Ericsson has led the development and championed widespread acceptance of the APT700 band, creating a global LTE ecosystem opportunity, benefiting consumers and operators.
The superior propagation characteristics of digital dividend spectrum, made available through the re-farming and re-stacking of terrestrial broadcast TV spectrum, is gaining widespread attention and momentum across the world, specifically in Asia, Oceania and Latin America. This global band is already proving to be a key pillar in mobile operators’ strategies to enhance both rural coverage and metro capacity.
August 2013
IRJET- Performance Parameter of Spectrum Sensing MIMO- OFDM based LTE Tec...IRJET Journal
This document discusses performance parameters of spectrum sensing for MIMO-OFDM based LTE techniques. It begins with an introduction to LTE and OFDM technologies. It then discusses MIMO-OFDM systems and how they can significantly increase data throughput and spectral efficiency. The document presents simulation results on the probability of spectrum detection and relative mean square error for different SNRs and number of active subcarriers in a 2x2 and 4x4 MIMO system. It concludes that a MIMO-OFDM receiver can help cancel intercarrier and intersymbol interference for LTE systems and that spectrum sensing accuracy increases with fewer active subcarriers.
Simulation analysis of key technology optimization of 5G.pdfYAAKOVSOLOMON1
This research article analyzes how 5G mobile communication technology and Internet of Things (IoT) technology can be integrated. It discusses key technologies like cell breathing and base station dormancy that can decrease base station energy consumption while maintaining communication quality. Simulation results show that in dense and uniform user distribution scenarios, these technologies improve system capacity and communication quality while ensuring user fairness. The analysis verifies that optimizing 5G networks through technologies like massive MIMO and ultra-dense networks can better support the development of IoT.
See the driving force and challenge of 6G in 7 major dimensions - C&T RF Ante...Antenna Manufacturer Coco
As 5G gradually enters thousands of households and becomes a global standard technology, researchers must concentrate on developing the next generation communication technology, the sixth generation communication technology 6G. According to historical experience, wireless communication technology is almost an upgrade every ten years. So the researchers believe that 6G technology will be available around 2030.
Seminar on “4G Technology” held at University Institute of Technology, Burdwa...Sushil Kundu
The document discusses forthcoming technologies in wireless communication, focusing on 4G. It provides an overview of wireless generations including 3G and 4G, comparing their technologies, frequency bands, bandwidths, data rates and more. 4G is characterized as providing seamless, high-quality broadband connectivity with speeds up to 100Mbps for mobile users and 1Gbps for stationary users. The document outlines several 4G technologies including LTE and WiMAX and their objectives of improving efficiency, lowering costs and enhancing services. It also notes strengths, weaknesses, opportunities and threats of 4G networks.
This document discusses key technologies for 4G mobile communication systems, including OFDMA, software defined radio, MIMO, and handover techniques. It emphasizes that 4G will provide seamless integration of various wireless networks and access to information anywhere through fully IP-based systems. Maintaining quality of service during mobility, especially seamless handovers, is a major challenge for 4G given increasing multimedia traffic with different QoS requirements.
The document discusses LTE technology developments and the vision for 2020. It notes that Release 12 of LTE, expected in 2014, will significantly extend mobile broadband availability, improve service quality, and help meet exponentially growing data demands through approaches like using 3x more spectrum, achieving 6x greater spectral efficiency, and deploying small cells for 56x higher average cell density. LTE is positioned as the dominant air interface standard moving forward for both existing operators and new deployments worldwide. Release 12 aims to not only satisfy current users but facilitate new usage profiles and applications through enhancements.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.