Hardware

Regulating drone airspace using ‘smart markets’

Comment

Image Credits: Dan Bruins

David Manheim

Contributor

David Manheim is a Ph.D. candidate in policy analysis at the Pardee RAND Graduate School and an assistant policy analyst at the nonprofit, nonpartisan RAND Corporation.

Commercially operated autonomous drones may be on the horizon, especially since Google and Amazon have announced plans to start drone-based parcel delivery in 2017. A policy problem is likely to follow: allocation of scarce airspace and preferred flight paths — an issue complicated by the need to ensure that each drone’s flight is safe and that each flight-path segment stays within capacity.

The default solution to regulating drone traffic in the skies would be an open system much like the existing rules that govern roads. No limits are placed on participation, so flights are controlled by operating regulations and natural congestion, leading to an inefficient system that is oversubscribed, slow or even dangerous — or to one that is so heavily regulated few companies bother to fly drones.

An alternative solution follows the mechanisms to allocate electricity — a smart market for drone airspace and flight paths. A smart market is an auction that relies on mathematical optimization to resolve complex rules associated with allocating a resource. Smart markets are already widely used, and include such diverse examples as how advertisers bid to place ads through Google’s AdWords and the Australian government’s BushTender, an auction for protecting and improving native vegetation on private land.

In electricity markets, multiple power plants produce electric power, but the demand varies over time. Electric smart markets use a computer program to allow the cheapest power to be delivered from the plants best able to offer it. They ensure there are no blackouts and that power flow doesn’t overload power lines. Power plants and electricity providers can submit bids simultaneously. The market makes certain the allocation fits the needs and requirements of other market participants and regulators.

These systems can also help markets self-regulate. Modern electricity markets incentivize companies to expand their generating capacity, assure users they can buy power and assure regulators that business practices follow physical constraints and legal mandates. Researchers have made similar smart-market proposals to determine airport landing assignments and regulate path-finding for autonomous cars.

A smart market for drone airspace might work like this: Anyone could create a bid for a particular flight path and time slot to fly a specific drone. The computer-based market-clearing mechanism would ensure that each drone had a valid flight and that each path had enough capacity.

The smart market would be run as a public auction operated by airspace managers and used by those who fly drones. This market would be more inherently flexible than complex regulation, allowing for improvements without the need for new laws. It would likely be more transparent to users than mechanisms that allocate permits based on complex regulatory criteria, though it would require more ongoing management.

The two key components of such a smart market are the initial rights (who controls the existing right to the airspace) and a model for allocation that respects physical and regulatory requirements.

Airspace and permission to fly a drone are currently controlled by a confusing combination of landowners, the Federal Aviation Administration, the public and the county or city over which the drone is flying. Any solution, smart market or not, will first require clarification of these rights.

The allocation model for drone airspace would work much like that in electricity markets — taking into account safety concerns, physical limits and the participants’ needs.

For instance, safety regulations might dictate that drones be kept a certain distance apart. Noise ordinances for certain times of day could restrict schedules. A given flight might pass through a sequence of flight segments with varying degrees of congestion. Multiple time slots might be allocated to the highest sum of bids with non-conflicting flight paths. The bidders might be required to pay the lowest winning bid price for a slot plus some specified cost to provide flight control.

The burden for ensuring that companies follow the established rules would rest on the flight controller, perhaps using an established system like NASA’s Unmanned Aerial System Traffic Management or common airspace models being developed privately. Companies that want to fly drones won’t need to worry about the patchwork of local laws, because those laws can be incorporated in the market-clearing computer model. So the locals themselves can decide whether to have fewer drones overhead or less-expensive drone delivery.

After drones become widespread, capacity will diminish, making prices increase and resulting in revenue above the cost of providing flight control. This excess revenue could be allocated to the city or county over which the flights took place, which creates incentives for governments to reduce unnecessary restrictions.

Yes, the smart market is complicated. Fortunately, the companies clamoring to use drones, like Amazon and Google, are sophisticated users who already operate similar markets for their own businesses. Designing a system and effectively implementing it will not be simple or rapid. This means that initial work on designing the system would need to start soon, preferably with the support of the drone industry and regulators, and with diligent monitoring and evaluation.

Some people might worry that the smart market for drones could benefit a few users at the expense of others, but this might be worse in heavily regulated systems that create vested interests and lead to regulatory capture, where an industry gains control of an agency meant to regulate it.

Due to vested interests and bureaucratic momentum, smart markets have historically been nearly impossible to implement once a different system is in place. Both consumers and drone operators stand to benefit from a smart market for drone airspace, but if regulators opt to build a different system, the smart market opportunity will probably be lost.

Waiting for problems to emerge that smart markets would likely solve, like congestion or over-regulation, is not the best path forward. Unless policymakers clarify airspace rights and act soon, the opportunity to establish a smart market will be lost, like a drone disappearing over the horizon.

More TechCrunch

The federal government agency responsible for granting patents and trademarks is alerting thousands of filers whose private addresses were exposed following a second data spill in as many years. The…

US Patent and Trademark Office confirms another leak of filers’ address data

As part of an investigation into people involved in the pro-independence movement in Catalonia, the Spanish police obtained information from the encrypted services Wire and Proton, which helped the authorities…

Encrypted services Apple, Proton and Wire helped Spanish police identify activist

Match Group, the company that owns several dating apps, including Tinder and Hinge, released its first-quarter earnings report on Tuesday, which shows that Tinder’s paying user base has decreased for…

Match looks to Hinge as Tinder fails

Private social networking is making a comeback. Gratitude Plus, a startup that aims to shift social media in a more positive direction, is expanding its wellness-focused, personal reflections journal to…

Gratitude Plus makes social networking positive, private and personal

With venture totals slipping year-over-year in key markets like the United States, and concern that venture firms themselves are struggling to raise more capital, founders might be worried. After all,…

Can AI help founders fundraise more quickly and easily?

Google has found a way to bring a variation of its clever “Circle to Search” gesture to iPhone users. The new interaction, launched in January, allows Android users to search…

Google brings a variation on ‘Circle to Search’ to iPhone users

A new sculpture going live on Wednesday in the Flatiron South Public Plaza in New York is not your typical artwork. It combines technology, sociology, anthropology and art to let…

Always-on video portal lets people in NYC and Dublin interact in real time

Apple’s iPad event had a lot to like. New iPads with new chips and new sizes, a new Apple Pencil, and even some software updates. If you are a big…

TechCrunch Minute: When did iPads get as expensive as MacBooks?

Autonomous, AI-based players are coming to a gaming experience near you, and a new startup, Altera, is joining the fray to build this new guard of AI agents. The company announced…

Bye-bye bots: Altera’s game-playing AI agents get backing from Eric Schmidt

Google DeepMind has taken the wraps off a new version AlphaFold, their transformative machine learning model that predicts the shape and behavior of proteins. AlphaFold 3 is not only more…

Google DeepMind debuts huge AlphaFold update and free proteomics-as-a-service web app

Uber plans to deliver more perks to Uber One members, like member-exclusive events, in a bid to gain more revenue through subscriptions.  “You will see more member-exclusives coming up where…

Uber promises member exclusives as Uber One passes $1B run-rate

We’ve all seen them. The inspector with a clipboard, walking around a building, ticking off the last time the fire extinguishers were checked, or if all the lights are working.…

Checkfirst raises $1.5M pre-seed to apply AI to remote inspections and audits

Close to a decade ago, brothers Aviv and Matteo Shapira co-founded a company, Replay, that created a video format for 360-degree replays — the sorts of replays that have become…

Controversial drone company Xtend leans into defense with new $40 million round

Usually, when something starts to rot, it gets pitched in the trash. But Joanne Rodriguez wants to turn the concept of rot on its head by growing fungus on trash…

Mycocycle uses mushrooms to upcycle old tires and construction waste

Monzo has raised another £150 million ($190 million), as the challenger bank looks to expand its presence internationally — particularly in the U.S. The new round comes just two months…

UK challenger bank Monzo nabs another $190M as US expansion beckons

iRobot has announced the successor to longtime CEO, Colin Angle. Gary Cohen, who previous held chief executive role at Timex and Qualitor Automotive, will be heading up the company, marking a major…

iRobot names former Timex head Gary Cohen as CEO

Reddit — now a publicly-traded company with more scrutiny on revenue growth — is putting a big focus on boosting its international audience, starting with francophones. In their first-ever earnings…

Reddit tests automatic, whole-site translation into French using LLM-based AI

Mushrooms continue to be a big area for alternative proteins. Canada-based Maia Farms recently raised $1.7 million to develop a blend of mushroom and plant-based protein using biomass fermentation. There’s…

Meati Foods bites into another $100M amid growth to 7,000 retail locations

Cleaning the outside of buildings is a dirty job, and it’s also dangerous. Lucid Bots came on the scene in 2018 with its Sherpa line of drones to clean windows…

Lucid Bots secures $9M for drones to clean more than your windows

High interest rates and financial pressures make it more important than ever for finance teams to have a better handle on their cash flow, and several startups are hoping to…

Israeli startup Panax raises a $10M Series A for its AI-driven cash flow management platform

The European Union has deepened the investigation of Elon Musk-owned social network, X, that it opened back in December under the bloc’s online governance and content moderation rulebook, the Digital Services Act…

EU grills Elon Musk’s X about content moderation and deepfake risks

For the founders of Atlan, a data governance startup, data has always been at the heart of what they do, even before they launched the company. In fact, co-founders Prukalpa…

Atlan scores $105M for its data control plane, as LLMs boost importance of data

It is estimated that about 2 billion people, especially those in lower and middle-income countries, lack access to quality and affordable essential medicines. The situation is exacerbated by low-quality or even killer…

Axmed raises $2M from Founderful to streamline drug supply chains in underserved markets

For decades, the Global Positioning System (GPS) has maintained a de facto monopoly on positioning, navigation and timing, because it’s cheap and already integrated into billions of devices around the…

Xona Space Systems closes $19M Series A to build out ultra-accurate GPS alternative

Bankruptcy lawyers representing customers impacted by the dramatic crash of cryptocurrency exchange FTX 17 months ago say that the vast majority of victims will receive their money back — plus interest. The…

FTX crypto fraud victims to get their money back — plus interest

Google on Wednesday launched its digital wallet in India with local integrations, nearly two years after the app was relaunched as a digital wallet platform in the U.S. As TechCrunch exclusively reported last month,…

Google Wallet is now available in India

Bluesky has launched a new product roadmap for the coming months. The decentralized social network said on Tuesday that it is planning to introduce direct messages, support for videos, improved…

Bluesky to add DMs, video support and in-app custom feed curation

Samsung Medison, a medical device unit of Samsung Electronics that specializes in developing diagnostic imaging devices, said on Wednesday it plans to acquire Sonio, a Paris-based startup that makes AI-powered software…

Samsung Medison to acquire French AI ultrasound startup Sonio for $92.7M

Kyle Kuzma is a lot of things. He’s a forward for the Washington Wizards NBA team and a 2020 NBA champion. He’s also a style icon — depending on who…

NBA champion Kyle Kuzma looks to bring his team mentality to Scrum Ventures

Ofcom is cracking down on Instagram, YouTube and 150,000 other web services to improve child safety online. A new Children’s Safety Code from the U.K. Internet regulator will push tech…

Ofcom to push for better age verification, filters and 40 other checks in new online child safety code