Tag Archives: UCAV

A New Kind of Drone War: UCAV vs UCLASS

April 3, 2014 Guest Author Leave a comment

This article was originally posted by Rosalyn Turner with our partners at the Australian Strategic Policy Institute (ASPI’s) The Strategist.

The Australian government recently approved the acquisition of a fleet of US Navy Triton surveillance drones to patrol our oceans. Australia has mostly used Israeli drones to date, such as the Herons in Afghanistan. So as we dip our toes into the American UAV market, it’s worth taking note of a recent development that might be threatening US primacy in this area.

While the Predator and Reaper laid the groundwork for the use of armed drones in warfare, a question remains about the survivability of the technology against modern air defences. Developing a stealthy long-range drone with a decent weapons payload that could go beyond missions in Yemen and Pakistan appeared to be the next order of business for the US, especially in the future Asia-Pacific theatre. Projects like the demonstrator X-47B unmanned combat air vehicle (UCAV) have shown promise in achieving those missions. But for now the US Navy has decided to go for an unmanned carrier-launched surveillance and strike (UCLASS) system that won’t have the stealth or payload to penetrate air defences.

The UCLASS system will be designed to provide Navy carriers with long-range surveillance and strike capabilities to target terrorists in much the same way as the Air Force’s drones are currently doing from bases around the world. The capacity to carry out those missions without relying on foreign bases is driving this decision, along with lower costs. But the UCLASS system will only operate over states that have limited air defences (because of UCLASS vulnerability) or have provided the US permission to conduct strikes. Al-Qaeda affiliates are on the rise in Syria, where the Assad regime is both hostile toward the US and has the capability to deny drones. This raises the question of how many states will fit this category.

Consequently, at a program cost of US$3.7 billion, the UCLASS won’t provide the degree of innovation the 2014 Quadrennial Defense Review (PDF) advocated. This would be money better spent on more research and development (R&D) into a UCAV, which could potentially have greater impact in the future strategic environment. Moreover, the UCLASS would be mostly redundant in Asia, the most strategically important future region for the US. UCAVs, on the other hand, could have an impact in, for example, a future conflict with China. According to Mark Gunzinger and Bryan Clark at the Center for Strategic and Budgetary Assessments (CSBA), a UCAV with a range of 2,000kms, broadband stealth, a payload to rival the manned F-35C combat aircraft, and a capacity for aerial refuelling, is achievable. Developing a UCAV that’s survivable is no mean feat, but the US has a good start in terms of support systems and personnel established over the past few decades.

UCAVs would be capable of rapid deployment from carriers, which could stay out of the range of anti-access threats. A persistent surveillance capability that could also strike vital command and control and air defence sites if required could open the way for follow-on operations by manned aircraft. A UCAV would form a valuable part of the US deep strike suite, a key feature of AirSea Battle (PDF). And while losing platforms is never good, drastically reducing risk to personnel is a major incentive, especially early on in a conflict.

China’s an active player in drone development, and the PLA’s R&D investments are another good reason for the US to think carefully about holding off on UCAV development. China’s Sharp Sword UCAV, which was flight-tested in 2013, shows the PLA’s commitment to creating a mix of manned and unmanned combat aircraft. The growing Chinese defence budget (with a reported increase of a 12% this year) could lead to rapid advances in this area.

Funding the UCAV is the big question considering the cuts to the US defence budget; its price-tag would be heftier than the UCLASS. Proponents of the UCAV such as CSBA and the Center for New American Security (CNAS) (PDF), argue that the money could come from decommissioning two (or possibly more) carrier groups. Budget pressures have already seen cuts and deferrals to the carrier force and it would be a big step to cut two more. What’s important in these perspectives, however, is that the UCAV’s stand-off capacity and flexibility could make each carrier more effective. As Michael O’Hanlon pointed out on The Strategist last month, capability should be the metric of adequacy, not dollars or hull numbers.

The UCLASS could be redundant by the time it enters service in 2020, even in the targeted killing missions it’s designed to carry-out. A UCAV, on the other hand, would stretch the envelope in relation to advanced technologies, which would contribute to sustaining US strategic advantage. It would enhance a carrier group’s capability to respond to anti-access threats and it could also be versatile enough to respond to terror threats globally. Unmanned systems show no signs of fading into the background, and even in a tight fiscal environment represent a potentially high payoff for R&D funds.

Rosalyn Turner is an intern at ASPI.

Drones, Future Tech

Leading the Blind: Teaching UCAV to See

July 25, 2013 Guest Author 3 Comments

In “A Scandal in Bohemia”, Sherlock Holmes laments, “You [Watson] see, but you do not observe. The distinction is clear.” Such is the current lament of America’s fleet of UCAVs, UGV’s, and other assorted U_V’s: they have neither concept nor recognition of the world around them. To pass from remote drones living on the edges of combat to automated systems at the front, drones must cross the Rubicon of recognition.

To See

The UCAV is the best place to start, as the skies are the cleanest canvas upon which drones could cast their prying eyes. As with any surveillance system, the best ones are multi-faceted. Humans use their five senses and a good portion of deduction. Touch is a bit too close for UCAV, smell and hearing would be both useless and uncomfortable at high speed, and taste would be awkward. Without that creative deductive spark, drones will need a bit more than a Mk 1 Eyeball. Along with radar, good examples for how a drone might literally “see” besides a basic radar picture are the likes of the layered optics of the ENVG (Enhanced Night Vision) or the RLS (Artillery Rocket Launch Spotter).

Operators for typical optical systems switch between different modes to understand a picture. A USN Mk38 Mod-2 24MM Bushmaster has a camera system with an Electro-Optical System (EOS), Forward Looking Infrared (FLIR), and a laser range-finder. While a Mod-2 operator switches between the EOS and FLIR, in the ENVG, both modes are combined to create an NVG difficult to blind. For a drone, digital combination isn’t necessary, all inputs can be perceived by a computer at one time. Optical systems can also be put on multiple locations on the UCAV to aid in creating a 3D composite of the contact being viewed. Using an array of both EOS and FLIR systems simultaneously could allow drones to “see” targets in more varied and specific aspect than the human eye.

For the deployment of these sensors, the RLS is a good example of how sensors can “pass” targets to one another. In RLS, after target data is collected amongst audio and IR sensors, flagged threats are passed to the higher-grade FLIR for further designation and potential fire control solution. A UCAV outfitted with multiple camera systems could, in coordination with radar, pass detected targets within a certain parameter “up” to better sensors. Targets viewed in wide-angle scans (such as stealth aircraft only seen) can be passed “down” to radar with further scrutiny based on bearing. UCAV must be given a suite of sensors that would not merely serve a remote human operator, but for the specific utility of the UCAV itself that could take advantage of the broad-access of computer capabilities.

And Observe

In-game models for real-life comparison.

However, this vast suite of ISR equipment still leaves a UCAV high-and-dry when it comes to target identification. Another officer suggested to me that, “for a computer to identify an air target, it has to have an infinite number of pictures of every angle and possibility.” With 3-D rendered models of desired aircraft, UCAV could have that infinite supply of pictures with varying sets of weapons and angles of light. If a UCAV can identify an aircraft’s course and speed, it would decrease that “range” of comparison to other aircraft or a missiles by orienting that contact’s shape and all comparative models along that true motion axis. Whereas programs like facial recognition software build models from front-on pictures, we have the specifications on most if not all global aircraft. Just as searching the internet for this article, typing “Leading” into the search bar eliminates all returns without the word. In the same way, a UCAV could eliminate all fighter aircraft when looking at a Boeing 747. 3-D modeled comparisons sharpened by target-angle perspective comparisons could identify an airborne contact from any angle.

A UCAV also need not positively identify every single airborne target. A UCAV could be loaded with a set of parameters as well as a database limited to those aircraft of concern in the operating area. AEGIS flags threats by speed, trajectory, and other factors; so too could a UCAV gauge its interest level in a contact based on target angle and speed in relation to the Carrier Strike Group (CSG). Further, loading every conceivable aircraft into an onboard database is as sensible as training a pilot to recognize the make and model of every commercial aircraft on the planet. A scope of parameters for “non-military” could be loaded into a UCAV along with the specific models of regional aircraft-of-interest. The end-around of strapping external weapons to commercial aircraft or using those aircraft as weapons could be defeated by the previously noted course/speed parameters, as well as a database of weapons models.

Breaking Open the Black Box

The musings of an intrigued amateur will not solve these problems; our purpose here is to break open the black box of drone operations and start thinking about our next step. We take for granted the remote connections that allow our unmanned operations abroad, but leave a hideously soft underbelly for our drones to be compromised, destroyed, or surveilled at the slightest resistance. Success isn’t as simple as building the airframe and programming it to fly. For a truly successful UCAV, autonomy must be a central goal. A whole bevy of internal processes must be mastered, in particular the ability of the UCAV to conceive and understand the world around it. The more we parse out the problem, the more ideas we may provide to those who can execute them. I’m often told that, “if they could do this, they would have done it”… but there’s always the first time.

Matt Hipple is a surface warfare officer in the U.S. Navy. The opinions and views expressed in this post are his alone and are presented in his personal capacity. They do not necessarily represent the views of U.S. Department of Defense or the U.S. Navy.

Drones, Future War

Video Game AI and the Future UCAV Top Gun

July 15, 2013 Guest Author 2 Comments

My brother in flight school should be glad we played so much Ace Combat 4. — Alright, Roomba, now start sweeping for enemy units.

A Roomba is useful because it can sweep up regular messes without constant intervention, not because it can exit and enter its docking station independently. Although the Navy’s new X-47B Unmanned Combat Air Vehicle (UCAV) has, by landing on a carrier, executed an astounding feat even for humans, this ability only means our weapons have matured past their typical one-way trips. The real challenge will be getting a UCAV to defend units while sweeping up the enemy without remote guidance (i.e. autonomously). The answer is as close as the games running on your Xbox console.

Player One: Insert Coin

ace-combat-5-the-unsung-war-20041024114416859 — Simulated fighters are UCAVs having an out-of body experience.

Considering the challenge of how an air-to-air UCAV might be programmed, recall that multiple generations of America’s youth have already fought untold legions of advanced UCAV’s. Developers have created artificial “intelligences” designed to combat a human opponent in operational and tactical scenarios with imperfect information; video games have paved the way for unmanned tactical computers.

A loose application of video game intelligence (VGI) would work because VGI is designed to operate in the constrained informational environment in which a real-life UCAV platform would operate. Good (i.e. fun) video game AI exists in the same fog of war constraints as their human opponents; the same radar, visual queues, and alerts are provided to the computer and human players. The tools to lift that veil for computer and human are the same. Often, difficulty levels in video games are not just based on the durability and damage of an enemy, but on the governors installed by programmers on a VGI to make competition fair with a human opponent. This is especially evident in Real Time Strategy (RTS), where the light-speed all-encompassing force management and resource calculations of a VGI can more often than not overwhelm the subtler, but slower, finesse of the human mind within the confines of the game. Those who wonder when humans will go to war using autonomous computers fail to see the virtual test-bed in which we already have, billions of times.

This Ain’t Galaga

No extra lives, and forget about memorizing the level's flight patterns. — No extra lives, and forget about memorizing the level’s flight patterns.

Those uninitiated must understand how VGI has progressed by leaps and bounds from the pre-programmed paths of games such as the early 1980’s arcade shooter Galaga; computer opponents hunt, take cover, maneuver evasively, and change tactics based on opportunities or a sudden states of peril. The 2000’s Half-Life and HALO game series were especially lauded for their revolutions in AI – creating opponents that seemed rational, adapting to a player’s tactics. For the particular case of UCAV air-to-air engagements, since the number of flight combat simulators is innumerable, from Fighter Pilot on the Commodore 64 in 1984 to the Ace Combat series. Computers have been executing pursuit curves, displacement rolls, and defensive spirals against their human opponents since before I was born.

However, despite its utility, VGI is still augmented with many “illusions” of intelligence, mere pre-planned responses (PPR); the real prize is a true problem-solving VGI to drive a UCAV. That requires special programming and far more processing power. In a real UCAV, these VGI would be installed into a suite far more advanced than a single Pentium i7 or an Xbox. To initiate a learning and adapting problem-solving tactical computer, the DARPA SyNAPSE program offers new possibilities, especially when short-term analog reasoning is coordinated with messier evolutionary algorithms. Eventually, as different programs learn and succeed, they can be downloaded and replace the lesser adaptations on other UCAVs.

I’ve Got the Need, The Need For Speed

Unlike Maverick, drones will never have to go through motorcycle safety training.

When pilots assert that they are more intuitive than computer programs, they are right; this is, however, like saying the amateur huntsman with an AR-15 is lesser trained than an Austrian Arabesquer. The advantage is not in the quality of tactical thought, but in the problem solving rate-of-fire and speed of physical action. A VGI executing air-to-air tactics in a UCAV can execute the OODA loop encompassing the whole of inputs much faster than the human mind, where humans may be faster or more intuitive in solving particular, focused problems due to creativity and intuition. Even with the new advanced HUD system in their helmets, a human being cannot integrate input from all sensors at an instant in time (let alone control other drones). Human pilots are also limited in their physical ability to maneuver. G-suits exist because our 4th and 5th generation fighters have abilities far in excess of what the human body is capable. This artificially lowers aircraft tactical performance to prevent the death or severe damage of the pilot inside.

Pinball Wizard: I Can’t See!

VGI doesn’t have a problem with the how, it’s the who that will be the greatest challenge when the lessons of VGI are integrated into a UCAV. In a video-game, the VGI is blessed with instant recognition; its enemy is automatically identified when units are revealed, their typology is provided instantly to both human and VGI. A UCAV unable to differentiate between different radar contacts or identify units via its sensors is at a disadvantage to its human comrades or enemies. Humans still dominate the field of integrating immediate quality analysis with ISR within the skull’s OODA loop. Even during the landing sequence, the UCAV cheated in a way by being fed certain amounts of positional data from the carrier.

We’ve passed the tutorial level of unmanned warfare; we’ve created the unmanned platforms capable of navigating the skies and a vast array of programs designed to drive tactical problems against human opponents. Before we pat ourselves on the back, we need to effectively integrate those capabilities into an independent platform.

Future Tech

Sea Ghost Enters the Fray

July 30, 2012 Guest Author Leave a comment

On Friday Lockheed Martin announced its entrant, the Sea Ghost, in the hunt for the Unmanned Carrier-Launched Airborne Surveillance and Strike (UCLASS) contract. On Sunday, Northrop Grumman’s X-47B, winner of the contract to demonstrate the feasibility of a carrier-based drone “launched from Pax River and flew for a planned 35 minutes. The aircraft reached an altitude of 7,500 feet and an air speed of 180 knots during its flight over the Chesapeake Bay before successfully landing back at Pax River.” The X-47B is testing operations in a land-based simulated carrier environment. Next year it will start carrier-based testing, followed by a demonstration of autonomous aerial refueling in 2014. The Navy expects whatever frame wins the UCLASS prize to enter the fleet in 2018. I’d like to take the moment to share a few unsolicited thoughts on the battle for the U.S. Navy’s carrier drone contract. With LM’s revelation, the field of contenders has most likely solidified into four, backed by well-known names:

Lockheed Martin’s Sea Ghost
Boeing’s X-45C Phantom Ray (or some follow-on design)
General Atomics’ Sea Avenger
Northrop Grumman’s X-47B Pegasus

Wired’s Danger Room has a good review of the contestants, and one similarity is worth noting. All but the Sea Avenger are of the “flying wing” variety, similar to the USAF’s B-2. This design confers some advantageous stealth properties through a reduced radar cross section, but comes at some cost of stability and handling. Instead, the Sea Avenger is essentially a souped-up version of General Atomic’s famous Predator drone.

While Navy has yet to release the contract’s request for proposal (RFP), detailing the requirements and criteria by which the contenders will be judged, the NAVAIR website states the Navy is looking for an, “aircraft system providing persistent Intelligence, Surveillance, and Reconnaissance (ISR) and strike capabilities.” This closely matches the capabilities highlighted by the aforementioned companies’ websites.

X-47 — Demonstrating the future of carrier aviation, but can it be done cheap enough?

With this, and with the shrinking range of carrier-based strike aircraft in general, in mind, the most attractive attributes will be stealth, range, mid-flight refueling (to further extend range), ISR capabilities, and the ability to carry stand-off weapons. By eliminating the weight and crew limitations of a strike aircraft, a UAV can greatly increase its range. But this does not eliminate the costs of crews, it merely shifts the crews’ location, tentatively increasing their safety and reducing some training and replacement costs. In fact, with extended ranges and increased ISR collection, each airframe may require more pilots and analysts than traditional manned craft.

The current state of UAV technology will allow the military to demand many automated functions in the UCLASS including carrier landings, following flight plans, and executing pre-approved weapon strikes. Unlike drones like the predator, the UCLASS is expected to be able to follow flight plans, essentially executing its mission devoid of human input unless an emergency or unexpected situation arises, in a way similar to how tomahawks or other missiles execute their strike packages. Technology has its limitations however. UAVs are not yet designed to perform intercept missions, or air-to-air combat. They can conceivably be programmed to use counter-measures such as executing limited defensive maneuvering or deploying chaff in the event of a certain input, such as detecting an inbound enemy missile. Yet because the UCLASS won’t be shooting its way through high-threat environments, it will have to rely on either escorts (limited by their range), the distance of its stand-off weapons, or stealth.

As pointed out at Information Dissemination by Rep. Randy Forbes, stealth can be quite expensive, and may have diminishing returns. The CNO also singled out the pursuit of stealth perfection as the potentially errant end of the cost-curve in an article in the U.S. Naval Institute’s Proceedings, “Payloads over Platforms,” widely (mis)perceived to be a critique of the F-35. In the context of the carrier battle, the single most important determinant beyond technological maturity may rightly be cost. To steal a common refrain from the debate over shipbuilding, quantity matters. Determining whether the ability to carry out deep penetration strikes far into an enemy’s territory will be better served by larger numbers of less-stealthy drones or a smaller number of super-stealthy drones will be an interesting exercise in analysis. That is until the drones are cleared for air-to-air combat, which could either be accomplished by human pilots taking temporary direct control, or eventually by programming the UAVs to fight themselves. Some final factors that will drive navies towards endowing their carrier drones more complete autonomy (see the writings of Adam Elkus for more on the ethical discussions surrounding such a move) are the vulnerabilities that satellite-based comms links with the UAVs will introduce, and the difficulty of maintaining and securing those links.

While the players for the first big U.S. Navy UAV contract may be familiar, there is room for innovative new companies to capitalize on emerging technologies like 3D printing to cheaply create UAVs tailor-made to the requirements of the Navy. Without the risk of human casualties, being willing to accept the loss of a few less-costly drones for an overall increased strike capacity is a trade-off worth exploring.

LT Scott Cheney-Peters is a surface warfare officer in the U.S. Navy Reserve and the former editor of Surface Warfare magazine. He is the founding director of the Center for International Maritime Security and holds a master’s degree in National Security and Strategic Studies from the U.S. Naval War College.

The opinions and views expressed in this post are his alone and are presented in his personal capacity. They do not necessarily represent the views of U.S. Department of Defense or the U.S. Navy.

Fostering the Discussion on Securing the Seas.