Quantum Computing — Fundamentals

Quantum computing harnesses the principles of quantum mechanics to process information in fundamentally different ways from classical computers. While classical computers use bits (0 or 1), quantum computers use qubits that can exist in superposition of both states simultaneously.

Key Quantum Concepts

ConceptExplanation
QubitQuantum bit — the basic unit of quantum information; can be 0, 1, or a superposition of both
SuperpositionA qubit exists in multiple states simultaneously until measured; enables parallel computation
EntanglementTwo qubits become correlated such that the state of one instantly determines the state of the other, regardless of distance (Einstein called it "spooky action at a distance")
Quantum interferenceProbability amplitudes of qubits can constructively or destructively interfere, used to amplify correct answers and cancel wrong ones
DecoherenceLoss of quantum properties due to environmental interaction — the main challenge in building stable quantum computers
Quantum gateOperations that manipulate qubits (analogous to logic gates in classical computers) — e.g., Hadamard gate, CNOT gate

For Prelims: A qubit differs from a classical bit because it can exist in superposition. Entanglement is a uniquely quantum phenomenon with no classical analogue. These two properties together give quantum computers their exponential advantage for specific problems.

Types of Quantum Computing Platforms

PlatformHow It WorksKey Players
Superconducting qubitsTiny circuits cooled to near absolute zero (~15 millikelvin); electrical currents flow in superpositionGoogle (Sycamore, Willow), IBM (Eagle, Heron)
Trapped ionIndividual ions held in electromagnetic traps; qubit states are energy levels of the ionIonQ, Quantinuum (Honeywell)
PhotonicQubits encoded in photons (particles of light); operate at room temperatureXanadu, PsiQuantum
TopologicalUses exotic quasiparticles called anyons for inherently error-resistant qubitsMicrosoft (Majorana chip, 2025)
Neutral atomIndividual atoms held by laser tweezers; scalable architectureAtom Computing, QuEra

Quantum Supremacy and Key Milestones

Quantum supremacy (also called "quantum advantage") refers to the point where a quantum computer performs a specific task that is practically impossible for any classical computer.

Google Sycamore (October 2019)

FeatureDetail
ProcessorSycamore — 54-qubit design (53 functional qubits + 86 couplers)
Qubit typeTransmon superconducting qubits at 5-7 GHz
TaskRandom Circuit Sampling (RCS) — sampling output of a random quantum circuit
ResultCompleted in 200 seconds what Google estimated would take the world's fastest supercomputer ~10,000 years
PublishedNature, 23 October 2019
ControversyIBM argued its classical supercomputer could do the task in 2.5 days, not 10,000 years; Chinese researchers later also challenged the claim

Google Willow (December 2024)

FeatureDetail
ProcessorWillow — 105-qubit superconducting chip
BreakthroughFirst demonstration of quantum error correction below the threshold — a 30-year-old challenge finally solved
Error correctionTested 3x3, 5x5, and 7x7 grids of encoded qubits; each increase in size halved the error rate (error suppression factor of 2.14)
PerformanceCompleted an RCS computation in under 5 minutes that would take the fastest supercomputer 10 septillion years (10^25 years)
SignificanceProves that scaling up qubits can actually reduce errors, making large-scale quantum computing feasible

For Mains: The progression from Sycamore (2019) to Willow (2024) demonstrates that quantum computing is moving from proof-of-concept to practical error correction. Discuss how this impacts India's quantum strategy and the urgency of the National Quantum Mission.

Other Global Milestones

MilestoneYearDetail
IBM Eagle2021127-qubit processor
IBM Osprey2022433-qubit processor
IBM Condor20231,121-qubit processor
IBM Heron2023133-qubit processor optimised for error mitigation
Microsoft Majorana 12025First topological qubit chip — potentially more stable
China — Jiuzhang2020Photonic quantum computer; claimed supremacy for boson sampling
China — Zuchongzhi202166-qubit superconducting processor

India's National Quantum Mission (NQM)

The Union Cabinet approved the National Quantum Mission on 19 April 2023 at a total cost of Rs 6,003.65 crore for the period 2023-24 to 2030-31.

FeatureDetail
Approved19 April 2023 by Union Cabinet
CostRs 6,003.65 crore (~USD 730 million) over 8 years
Nodal ministryDepartment of Science & Technology (DST)
ObjectiveSeed, nurture, and scale up R&D; create a vibrant quantum technology ecosystem
Global peersIndia joins the US, China, France, Finland, and Austria as the sixth nation with a dedicated quantum mission

Key Deliverables of NQM

DeliverableTimeline
Intermediate-scale quantum computers with 50-1000 physical qubitsWithin 8 years (by 2031)
Satellite-based secure quantum communications over 2,000 km within IndiaBy 2031
Inter-city Quantum Key Distribution (QKD) network over 2,000 kmBy 2031
Multi-node quantum networks with quantum memoriesBy 2031
Magnetometers with high sensitivity for precision timing, navigation, and communicationBy 2031
Development of quantum materials — superconductors, novel semiconductor structuresOngoing

Thematic Hubs (T-Hubs)

Four Thematic Hubs will be established in top academic and research institutions focusing on:

  1. Quantum Computing — building quantum processors and algorithms
  2. Quantum Communication — QKD, quantum internet, satellite-based quantum links
  3. Quantum Sensing & Metrology — ultra-precise measurements for defence and navigation
  4. Quantum Materials & Devices — superconductors, topological materials, single-photon sources

Prelims Fact: India's NQM was approved in April 2023 with an outlay of Rs 6,003.65 crore over 8 years. It aims to develop quantum computers with 50-1000 qubits and quantum communication over 2,000 km.


Applications of Quantum Computing

Application AreaHow Quantum Computing Helps
CryptographyQuantum computers can break RSA/ECC encryption (Shor's algorithm); also enables quantum-safe encryption (post-quantum cryptography) and QKD
Drug discoverySimulating molecular interactions to design drugs faster — potential to reduce drug development from decades to years
OptimisationLogistics, supply chain, traffic management, financial portfolio optimisation — NP-hard problems where quantum algorithms offer speedup
Materials scienceDesigning new catalysts, superconductors, batteries at the molecular level
Artificial intelligenceQuantum machine learning algorithms for faster training of models
Climate modellingMore accurate simulation of complex climate systems
DefenceSecure communications, submarine detection via quantum sensors, missile trajectory optimisation

For Mains: Quantum computing threatens existing encryption standards (RSA-2048 could be broken by a sufficiently large quantum computer using Shor's algorithm). Discuss the implications for India's digital infrastructure, banking, and defence — and the need for post-quantum cryptography migration.


Telecommunications — 5G in India

5G Technology Overview

FeatureDetail
GenerationFifth generation of mobile network technology
Spectrum bandsLow band (600-900 MHz), Mid band (3.3-3.67 GHz), High band/mmWave (26 GHz)
Peak speedUp to 10 Gbps (theoretical); real-world 5-10x faster than 4G
Latency1-4 milliseconds (vs 30-50 ms for 4G)
Key technologiesMassive MIMO, beamforming, network slicing, small cells
Deployment typesStandalone (SA) — full 5G core; Non-Standalone (NSA) — 5G radio on 4G core

India's 5G Spectrum Auction (2022)

FeatureDetail
Date26 July - 1 August 2022
Total bidsRs 1,50,173 crore (~USD 19 billion) — India's largest-ever spectrum auction
Spectrum sold51.2 GHz out of 72 GHz offered (~71%)
Bands auctionedLow (600, 700, 800, 900, 1800, 2100, 2300, 2500 MHz), Mid (3300 MHz), High (26 GHz)
Reliance JioLargest spender — over Rs 88,000 crore; only bidder for 700 MHz band
Bharti Airtel~Rs 43,000 crore; acquired 26 GHz spectrum (19,800 MHz)
Vodafone Idea~Rs 18,800 crore
Adani Data Networks~Rs 212 crore (26 GHz for private networks)

5G Rollout Status (as of 2025-26)

OperatorKey Details
Reliance JioStandalone (SA) 5G from the start; ~210 million 5G subscribers; sole holder of 700 MHz band (superior indoor coverage); dominant in Fixed Wireless Access (FWA) with 10.2 million AirFiber subscribers
Bharti AirtelNon-Standalone (NSA) initially, migrating to SA; ~153 million 5G subscribers; leads in 5G download speed benchmarks
Vodafone IdeaLaunched 5G commercially in March 2025 starting with Mumbai; expanded to Delhi, Bengaluru, and other cities; burdened by Rs 45,000 crore AGR dues
BSNLCompleted trials on 3.6 GHz and 700 MHz; using indigenous 4G/5G tech stack; commercial 5G launch planned

Key stat: India's 5G coverage reached 7,000+ towns by mid-2025, with ~42% penetration for both Jio and Airtel. Industry capex grew from Rs 38,900 crore (2019-20) to Rs 59,300 crore (2024-25) for 4G/5G rollout.

5G Applications for India

ApplicationUPSC Relevance
Smart agricultureIoT sensors for precision farming, soil monitoring, drone-based spraying
TelemedicineRemote surgery, real-time diagnostics in rural areas — bridging healthcare divide
Smart citiesTraffic management, intelligent street lighting, waste management
Industry 4.0Private 5G networks for factories, robotics, automated quality control
EducationAR/VR-based immersive learning; virtual labs for rural schools
Disaster managementEarly warning systems, real-time communication during floods/earthquakes

6G — India's Vision and Preparedness

Bharat 6G Vision

FeatureDetail
Released22 March 2023 by the Government of India
ObjectivePosition India as a frontline contributor in design, development, and deployment of 6G by 2030
GoalMake India a leading global supplier of intellectual property, products, and affordable telecom solutions
Target yearFull 6G deployment by 2030, aligned with Viksit Bharat 2047

Bharat 6G Alliance (B6GA)

FeatureDetail
Launched3 July 2023 by the Minister of Communications
NatureIndustry-led, government-facilitated collaborative platform
MembersOver 80 member organisations (as of July 2025) — companies, academia, research institutions, SDOs
Working groupsSeven groups covering Spectrum, Technology, Applications, Green & Sustainability, Use Cases, and more
Testbeds6G THz Testbed and Advanced Optical Communication Testbed funded by the government

International MoUs Signed by B6GA

PartnerCountry/Region
NextG AllianceUSA
6G IAEurope
6G Flagship, Oulu UniversityFinland
6G ForumSouth Korea
XGMFJapan
NGMN AllianceGlobal
European Space Agency (ESA)Europe
6G BrasilBrazil

6G Technology Features (Expected)

Feature5G6G (Expected)
Peak speed10 Gbps1 Tbps
Latency1 msSub-0.1 ms (microsecond range)
SpectrumSub-6 GHz + mmWave (26/28 GHz)THz bands (100 GHz - 10 THz)
Key techMassive MIMO, beamformingAI-native networks, holographic MIMO, reconfigurable intelligent surfaces (RIS)
EnergyModerate efficiencyGreen by design — energy-harvesting networks
CoverageTerrestrialIntegrated satellite-terrestrial (non-terrestrial networks)

For Mains: India's proactive approach to 6G — launching the Bharat 6G Vision and Alliance before 6G standards are finalised — is a strategic departure from the 3G/4G era when India was a late adopter. Discuss how early R&D participation can reduce technology dependence and create export opportunities in telecom equipment.


Telecom Policy and Regulatory Framework

Key Institutions

InstitutionRole
Department of Telecommunications (DoT)Policy-making, licensing, spectrum management
TRAI (Telecom Regulatory Authority of India)Tariff regulation, quality of service, competition, spectrum recommendations
TDSATTelecom Disputes Settlement and Appellate Tribunal — adjudicates disputes
WPC (Wireless Planning and Coordination)Spectrum allocation, frequency coordination

Spectrum Allocation in India

MethodDetail
AuctionPrimary method since 2010; highest bidder gets spectrum for 20 years
Administrative allocationFor defence, ISRO, railways, BSNL (limited cases)
Satellite spectrumTRAI recommended administrative allocation for satellite spectrum in 2025; Jio advocated auction (controversy ongoing)

Spectrum debate (2025): TRAI recommended administrative allocation for satellite spectrum, aligning with global practice (ITU-based coordination). However, Reliance Jio argued that satellite spectrum should be auctioned like terrestrial spectrum to ensure a level playing field. This is a critical policy question as Starlink, OneWeb, and Amazon Kuiper prepare to enter India.

Telecommunications Act, 2023

FeatureDetail
ReplacesIndian Telegraph Act, 1885 and Indian Wireless Telegraphy Act, 1933
Key provisionsSpectrum assignment via auction or administrative allocation; right of way for telecom infrastructure; user protection measures; Sanchar Suraksha (telecom security)
Spectrum reformAllows spectrum sharing, trading, leasing, and surrender
Right of waySimplified process for laying cables and installing towers

BharatNet — Connecting Rural India

Project Overview

FeatureDetail
ObjectiveConnect all ~2.5 lakh Gram Panchayats (GPs) with broadband via optical fibre cable (OFC)
Implementing agencyBharat Broadband Network Limited (BBNL), now merged with BSNL
FundingUniversal Service Obligation Fund (USOF), now renamed Digital Bharat Nidhi

Progress (as of March 2025)

MetricStatus
GPs service-ready2,18,347 Gram Panchayats (out of ~2.5 lakh target)
OFC laid6,92,676 km of optical fibre cable
Total OFC route length42.13 lakh route km
FTTH connections12,81,564 Fibre-to-the-Home connections commissioned
Wi-Fi hotspots1,04,574 Wi-Fi hotspots installed for last-mile connectivity

Amended BharatNet Programme (ABP)

FeatureDetail
ApprovedAugust 2023
CostRs 1,39,579 crore
ImprovementAddresses shortcomings of earlier phases — better last-mile connectivity, FTTH focus
ChallengeBharatNet has missed four major deadlines (2014, 2015, 2019, 2023) and is likely to miss the 2025 target as well

For Mains: BharatNet is critical for bridging the digital divide but has been plagued by delays and underutilisation. Discuss the challenges (right of way, terrain, maintenance) and suggest how the PPP model and convergence with 5G can improve outcomes.


Universal Service Obligation Fund (USOF) / Digital Bharat Nidhi

FeatureDetail
EstablishedStatutory status via Indian Telegraph (Amendment) Act, 2003; operational since 1 April 2002
RenamedDigital Bharat Nidhi under Telecommunications Act, 2023
SourceUniversal Access Levy (UAL) — 5% of Adjusted Gross Revenue (AGR) of telecom operators
PurposeSubsidise telecom services in rural, remote, and commercially unviable areas
Key projectsBharatNet, 4G saturation in uncovered villages (via BSNL), mobile tower installation in LWE areas, NE connectivity

Prelims Fact: USOF was given statutory status in 2003 and renamed Digital Bharat Nidhi in 2023. It is funded by a 5% UAL levied on telecom operators' AGR.


Satellite Internet in India

Current Landscape (2025-26)

OperatorStatus
Eutelsat OneWebLicensed; India's first licensed satellite broadband operator (joint venture with Bharti); LEO constellation
Jio Satellite Communications (Jio-SES JV)Licensed; joint venture between Reliance Jio and SES (Luxembourg); MEO + GEO constellation
SpaceX StarlinkReceived licence in June 2025; still needs trial spectrum and national security compliance; cannot begin full commercial operations yet
Amazon KuiperApplied for licence; yet to receive clearance

ISRO Satellite Broadband

FeatureDetail
Fleet19 communication satellites including GSAT-11, GSAT-19, GSAT-29, GSAT-N2
GSAT-N2Launched November 2024 via SpaceX; 48 Gbps throughput; supports satellite internet services
TechnologyHigh-Throughput Satellites (HTS) with spot-beam technology for faster speeds and higher capacity
UsageRemote connectivity, defence networks, disaster management, telemedicine

Spectrum Allocation Controversy

IssueDetail
TRAI recommendationAdministrative allocation for satellite spectrum (May 2025) — aligned with global practice and ITU framework
Jio's positionSatellite spectrum should be auctioned like terrestrial spectrum — level playing field argument
Starlink/OneWeb positionAdministrative allocation — global norm, as satellite spectrum is coordinated internationally
Government decisionPending — will shape the competitive dynamics of satellite internet in India

For Mains: Satellite internet can bridge the last-mile connectivity gap where terrestrial networks (fibre, mobile towers) are economically unviable — remote Himalayan villages, island territories, disaster zones. Discuss the regulatory challenges of integrating satellite and terrestrial networks.


Digital Divide and Inclusion

Key Statistics

MetricDetail
Internet subscribers~950 million (as of 2025), but urban-rural gap persists
Rural broadbandSignificantly lower penetration than urban areas despite BharatNet
Gender digital divideWomen are 36% less likely than men to use mobile internet in India (GSMA 2024)
AffordabilityIndia has among the cheapest mobile data globally (~Rs 10/GB) but device affordability remains a barrier

Government Initiatives for Digital Inclusion

InitiativeDetail
Digital IndiaFlagship programme (2015) — digital infrastructure, e-governance, digital literacy
PM-WANIPublic Wi-Fi access network; uses Public Data Offices (PDOs) for last-mile Wi-Fi
CSC (Common Service Centres)Over 5 lakh centres in rural areas providing digital services
PMGDISHAPradhan Mantri Gramin Digital Saksharta Abhiyan — digital literacy for 6 crore rural households
Aadhaar + UPIDigital identity + payments stack enabling financial inclusion
ONDCOpen Network for Digital Commerce — democratising e-commerce

Recent Developments (2024–2026)

National Quantum Mission — 1,000 km QKD and T-Hub Progress 2025

India's National Quantum Mission (NQM), approved April 2023 (₹6,003.65 crore over 8 years), achieved a landmark 1,000 km Quantum Key Distribution (QKD) deployment in April 2026, using indigenous technology from QNu Labs — an NQM-supported startup. DST described this as "under 3 years of mission launch," representing significant ahead-of-schedule progress. The technology is based on the ARMOS QKD platform capable of 200 km per link on standard telecom fibre, with links chained to reach 1,000 km.

Four Thematic Hubs (T-Hubs) are operational as of 2025: Quantum Computing (IISc Bengaluru), Quantum Communication (IIT Delhi), Quantum Sensing & Metrology (NIT Calicut), and Quantum Materials & Devices (TIFR Mumbai). Collectively, 152 researchers from 43 institutions are engaged. Seventeen startups have been supported. India's quantum computer with 50 qubits is targeted for delivery to user institutions by 2026. The quantum computing market globally is projected at $453 billion by 2030.

UPSC angle: NQM (₹6,003 crore), 1,000 km QKD, T-Hubs (four areas and hosting institutions), 50-qubit computer timeline, and India's global quantum positioning are Prelims and Mains data.


India's 5G Rollout — 250 Million Subscribers, 99.6% Districts (2025)

India's 5G rollout achieved near-nationwide coverage: by March 2025, 5G services were available in 99.6% of districts, supported by 4.69 lakh (469,000) 5G base stations. Total 5G subscribers reached 250 million (25 crore) — making India among the world's fastest 5G adoption stories. Jio had 170 million 5G subscribers (35% of its base); Airtel had approximately 75 million 5G users. Vodafone Idea launched commercial 5G in March 2025.

5G coverage now encompasses all states and union territories, with rural areas served through a combination of mmWave (high capacity, short range) and Sub-6 GHz mid-band spectrum (longer range). India leapfrogged several developed markets in 5G subscriber count, demonstrating rapid network adoption in the world's most populous nation.

UPSC angle: 5G subscriber count (250 million, March 2025), 469,000 base stations, nationwide coverage (99.6% districts), and India's leapfrog adoption are Prelims and Mains data.


6G Development — Bharat 6G Vision and Alliance 2024

India's Department of Telecommunications (DoT) unveiled the Bharat 6G Vision document in March 2023 and established the Bharat 6G Alliance (B6GA) — a consortium of industry, academia, and government for 6G R&D and standardisation. India aims to contribute 10% of global 6G patents by 2030, reversing the dependency pattern where India contributed minimal patents to 4G/5G.

DoT allocated ₹5,163 crore for 6G R&D in 2024–25. India's 6G development focuses on: THz (terahertz) communications, AI-native air interface, non-terrestrial networks (satellites + ground), and energy efficiency (6G networks targeted at 10x energy efficiency vs 5G). TRAI submitted spectrum recommendations for 6G trials in the 92–95 GHz and 14.8–15.35 GHz bands in 2024. Commercial 6G deployment globally is expected around 2030.

UPSC angle: Bharat 6G Vision, B6GA, India's 10% patent target, ₹5,163 crore R&D allocation, and 6G technical aspects (THz, AI-native) are Mains GS-3 content.


Amaravati Quantum Reference Facility (AQRF) — India's First Sovereign Quantum Test Bed (April 2026)

India's first indigenous, open-access quantum computing test infrastructure was inaugurated on 14 April 2026 (World Quantum Day) in Amaravati, Andhra Pradesh — marking a milestone in India's National Quantum Mission (NQM). Andhra Pradesh Chief Minister N. Chandrababu Naidu launched the Amaravati Quantum Reference Facility (AQRF) at SRM University, Amaravati, with a second facility simultaneously launched virtually at Medha Towers, Gannavaram (near Vijayawanda).

FeatureDetail
Full nameAmaravati Quantum Reference Facility (AQRF)
Launch date14 April 2026 (World Quantum Day)
LocationAmaravati, Andhra Pradesh (primary site: SRM University)
Mission umbrellaNational Quantum Mission (NQM) — approved April 2023, ₹6,003.65 crore, 2023–31
Test bedsAmaravati 1S and Amaravati 1Q — two advanced indigenous quantum computer test beds
Operating temperatureMinus 273°C (near absolute zero) — required for qubit stability
Indigenous content~85% of components manufactured within India — first full-stack quantum system assembled indigenously
Developer consortiumTIFR (Mumbai), IISc (Bengaluru), DRDO, and associated research institutions
Access modelOpen-access platform for researchers, scientists, startups, and innovators

The AQRF is positioned as India's sovereign quantum testing infrastructure — meaning India no longer needs to rely on foreign laboratory access to test and benchmark quantum hardware. This is of strategic significance: quantum hardware testing in foreign labs risks IP leakage and technology dependence in a domain now considered dual-use (defence and civilian). The facility provides testing, benchmarking, and development support for quantum technologies aligned with NQM's target of building quantum computers with 50–1,000 physical qubits by 2031.

The AQRF is part of the broader Amaravati Quantum Valley initiative by the Andhra Pradesh government, which aims to make Amaravati a global quantum innovation hub alongside its ongoing development as the new state capital.

UPSC angle: AQRF (14 April 2026, Amaravati) — India's first indigenous open-access quantum test bed under NQM. For GS-3 Prelims: launch date (World Quantum Day, 14 April 2026), location (Amaravati, Andhra Pradesh), two testbeds (Amaravati 1S and 1Q), 85% indigenous components, consortium (TIFR, IISc, DRDO). For Mains: significance of sovereign quantum testing (no foreign lab dependency), link to NQM goal of 50–1000 qubit computers by 2031, NQM budget (₹6,003.65 crore, 2023–31), and India's ambition for quantum technology leadership by 2030.


Exam Strategy

Prelims Focus Areas

  • Qubit vs classical bit; superposition and entanglement definitions
  • Google Sycamore (53 qubits, 2019) and Willow (105 qubits, 2024) milestones
  • National Quantum Mission: cost (Rs 6,003.65 crore), year (2023), objectives
  • 5G spectrum bands (low, mid, high); 2022 auction value (Rs 1.5 lakh crore)
  • BharatNet: target GPs, OFC laid, Digital Bharat Nidhi
  • USOF statutory status (2003), renamed Digital Bharat Nidhi (2023)
  • Bharat 6G Alliance (launched July 2023), target year 2030
  • TRAI vs DoT roles; Telecommunications Act, 2023

Mains Answer Frameworks

Q: "Quantum computing has the potential to disrupt existing cybersecurity frameworks. Discuss the implications and India's preparedness."

Structure:

  1. How quantum computers threaten encryption (Shor's algorithm, RSA vulnerability)
  2. India's NQM — quantum communication and QKD targets
  3. Post-quantum cryptography migration needs
  4. Geopolitical dimension — US-China quantum race; India's positioning
  5. Way forward — standards development, workforce, industry-academia collaboration

Q: "Critically evaluate India's 5G rollout and its socio-economic impact."

Structure:

  1. Rollout achievements — coverage, speed, subscribers
  2. Spectrum allocation and investment
  3. Applications — agriculture, health, education, smart cities
  4. Challenges — digital divide, affordability, rural coverage, Vi's financial distress
  5. 6G preparedness and Bharat 6G Alliance
  6. Way forward — PPP, BharatNet convergence, inclusive access